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ORCIDChristos Davatzikos
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- affiliation: University of Pennsylvania, Philadelphia, USA
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2020 – today
- 2025
[j126]Hanxiang Xu, Shizhuo Mu, Jingxuan Bao, Christos Davatzikos, Haochang Shou, Li Shen:
High-dimensional mediation analysis reveals the mediating role of physical activity patterns in genetic pathways leading to AD-like brain atrophy. BioData Min. 18(1) (2025)- [i41]Chenyu Gao, Kaiwen Xu, Michael E. Kim, Lianrui Zuo, Zhiyuan Li, Derek B. Archer, Timothy J. Hohman, Ann Zenobia Moore, Luigi Ferrucci, Lori L. Beason-Held, Susan M. Resnick, Christos Davatzikos, Jerry L. Prince, Bennett A. Landman:
Pitfalls of defacing whole-head MRI: re-identification risk with diffusion models and compromised research potential. CoRR abs/2501.18834 (2025) - 2024
- [j125]Bojian Hou, Zixuan Wen, Jingxuan Bao, Richard Zhang
, Boning Tong, Shu Yang, Junhao Wen, Yuhan Cui, Jason H. Moore, Andrew J. Saykin, Heng Huang, Paul M. Thompson, Marylyn D. Ritchie, Christos Davatzikos, Li Shen:
Interpretable deep clustering survival machines for Alzheimer's disease subtype discovery. Medical Image Anal. 97: 103231 (2024) - [c172]Ioanna Skampardoni, Junhao Wen, Güray Erus, Haochang Shou, Konstantina S. Nikita, Christos Davatzikos:
Mutually-Constrained Cross-Sectional and Longitudinal Non-Negative Matrix Factorization: Application to Modeling Brain Aging Trajectories. ISBI 2024: 1-5 - [c171]Zixuan Wen, Jingxuan Bao, Shu Yang, Junhao Wen, Qipeng Zhan, Yuhan Cui, Güray Erus, Zhijian Yang, Paul M. Thompson, Yize Zhao, Christos Davatzikos, Li Shen:
Multiscale Estimation of Morphometricity for Revealing Neuroanatomical Basis of Cognitive Traits. ISBI 2024: 1-5 - [i40]Junhao Wen, Mathilde Antoniades, Zhijian Yang, Gyujoon Hwang, Ioanna Skampardoni, Rongguang Wang, Christos Davatzikos:
Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning. CoRR abs/2401.09517 (2024) - [i39]Dominic LaBella, Ujjwal Baid, Omaditya Khanna, Shan McBurney-Lin, Ryan McLean, Pierre Nedelec, Arif Rashid, Nourel Hoda Tahon, Talissa Altes, Radhika Bhalerao, Yaseen Dhemesh, Devon Godfrey, Fathi Hilal, Scott Floyd, Anastasia Janas, Anahita Fathi Kazerooni, John Kirkpatrick, Collin Kent, Florian Kofler, Kevin Leu, Nazanin Maleki, Bjoern H. Menze, Maxence Pajot, Zachary J. Reitman, Jeffrey D. Rudie, Rachit Saluja, Yury Velichko, Chunhao Wang, Pranav Warman, Maruf Adewole, Jake Albrecht, Udunna Anazodo, Syed Muhammad Anwar, Timothy Bergquist, Sully F. Chen, Verena Chung, Gian Marco Conte, Farouk Dako, James A. Eddy, Ivan Ezhov, Nastaran Khalili, Juan Eugenio Iglesias, Zhifan Jiang, Elaine Johanson, Koen Van Leemput, Hongwei Bran Li, Marius George Linguraru, Xinyang Liu, Aria Mahtabfar, Zeke Meier, Ahmed W. Moawad, John Mongan, Marie Piraud, Russell Takeshi Shinohara, Walter F. Wiggins, Aly H. Abayazeed, Rachel Akinola, András Jakab, Michel Bilello, Maria Correia de Verdier, Priscila Crivellaro, Christos Davatzikos, Keyvan Farahani, John B. Freymann, Christopher Hess, Raymond Y. Huang, Philipp Lohmann, Mana Moassefi, Matthew W. Pease, Philipp Vollmuth, Nico Sollmann, David Diffley, Khanak K. Nandolia, Daniel I. Warren, Ali Hussain, Pascal Fehringer, Yulia Bronstein, Lisa Deptula, Evan G. Stein, Mahsa Taherzadeh, Eduardo Portela de Oliveira, Aoife Haughey, Marinos Kontzialis, Luca Saba, Benjamin Turner, Melanie M. T. Brüßeler, Shehbaz Ansari, Athanasios Gkampenis, David Maximilian Weiss, Aya Mansour, Islam H. Shawali, Nikolay Yordanov, Joel M. Stein, Roula Hourani, Mohammed Yahya Moshebah, Ahmed Magdy Abouelatta, Tanvir Rizvi, Klara Willms, Dann C. Martin, Abdullah Okar:
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge. CoRR abs/2405.09787 (2024) - [i38]Anahita Fathi Kazerooni, Nastaran Khalili, Xinyang Liu, Debanjan Haldar, Zhifan Jiang, Anna Zapaishchykova, Julija Pavaine, Lubdha M. Shah, Blaise V. Jones, Nakul Sheth, Sanjay P. Prabhu, Aaron S. McAllister, Wenxin Tu, Khanak K. Nandolia, Andres Felipe Rodriguez, Ibraheem Salman Shaikh, Mariana Sanchez-Montano, Hollie Anne Lai, Maruf Adewole, Jake Albrecht, Udunna Anazodo, Hannah Anderson, Syed Muhammed Anwar, Alejandro Aristizabal, Sina Bagheri, Ujjwal Baid, Timothy Bergquist, Austin J. Borja, Evan Calabrese, Verena Chung, Gian Marco Conte, James A. Eddy, Ivan Ezhov, Ariana M. Familiar, Keyvan Farahani, Deep Gandhi, Anurag Gottipati, Shuvanjan Haldar, Juan Eugenio Iglesias, Anastasia Janas, Elaine Elaine, Alexandros Karargyris, Hasan Kassem, Neda Khalili, Florian Kofler, Dominic LaBella, Koen Van Leemput, Hongwei Li, Nazanin Maleki, Zeke Meier, Bjoern H. Menze, Ahmed W. Moawad, Sarthak Pati, Marie Piraud, Tina Poussaint, Zachary J. Reitman, Jeffrey D. Rudie, Rachit Saluja, Micah J. Sheller, Russell Takeshi Shinohara, Karthik Viswanathan, Chunhao Wang, Benedikt Wiestler, Walter F. Wiggins, Christos Davatzikos, Phillip B. Storm, Miriam Bornhorst, Roger J. Packer, Trent Hummel, Peter de Blank, Lindsey Hoffman, Mariam Aboian, Ali Nabavizadeh, Jeffrey B. Ware, Benjamin H. Kann, Brian Rood, Adam C. Resnick, Spyridon Bakas, Arastoo Vossough, Marius George Linguraru:
BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023. CoRR abs/2407.08855 (2024) - [i37]Chenyu Gao, Michael E. Kim, Karthik Ramadass, Praitayini Kanakaraj, Aravind R. Krishnan, Adam M. Saunders, Nancy R. Newlin, Ho Hin Lee, Qi Yang, Warren D. Taylor, Brian D. Boyd, Lori L. Beason-Held, Susan M. Resnick, Lisa L. Barnes, David A. Bennett, Katherine D. Van Schaik, Derek B. Archer, Timothy J. Hohman, Angela L. Jefferson, Ivana Isgum, Daniel Moyer, Yuankai Huo, Kurt G. Schilling, Lianrui Zuo, Shunxing Bao, Nazirah Mohd Khairi, Zhiyuan Li, Christos Davatzikos, Bennett A. Landman:
Brain age identification from diffusion MRI synergistically predicts neurodegenerative disease. CoRR abs/2410.22454 (2024) - [i36]Maria Eleftheria Vlontzou, Maria Athanasiou, Kalliopi Dalakleidi, Ioanna Skampardoni, Christos Davatzikos, Konstantina S. Nikita:
A comprehensive interpretable machine learning framework for Mild Cognitive Impairment and Alzheimer's disease diagnosis. CoRR abs/2412.09376 (2024) - 2023
- [j124]Hongming Li, Dhivya Srinivasan, Chuanjun Zhuo, Zaixu Cui, Raquel E. Gur, Ruben C. Gur, Desmond J. Oathes, Christos Davatzikos, Theodore D. Satterthwaite, Yong Fan:
Computing personalized brain functional networks from fMRI using self-supervised deep learning. Medical Image Anal. 85: 102756 (2023) - [j123]Rongguang Wang, Vishnu Bashyam, Zhijian Yang, Fanyang Yu, Vasiliki Tassopoulou, Sai Spandana Chintapalli, Ioanna Skampardoni, Lasya P. Sreepada, Dushyant Sahoo, Konstantina S. Nikita, Ahmed Abdulkadir, Junhao Wen, Christos Davatzikos:
Applications of generative adversarial networks in neuroimaging and clinical neuroscience. NeuroImage 269: 119898 (2023) - [j122]Zhen Zhou, Hongming Li, Dhivya Srinivasan, Ahmed Abdulkadir, Ilya M. Nasrallah, Junhao Wen, Jimit Doshi, Güray Erus, Elizabeth Mamourian, R. Nick Bryan, David A. Wolk, Lori L. Beason-Held, Susan M. Resnick, Theodore D. Satterthwaite, Christos Davatzikos, Haochang Shou, Yong Fan:
Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study. NeuroImage 269: 119911 (2023) - [j121]C'iana P. Cooper, Andrea T. Shafer, Nicole M. Armstrong, Yang An, Güray Erus, Christos Davatzikos, Luigi Ferrucci, Peter R. Rapp, Susan M. Resnick:
Associations of baseline and longitudinal change in cerebellum volume with age-related changes in verbal learning and memory. NeuroImage 272: 120048 (2023) - [j120]Fengling Hu, Andrew A. Chen, Hannah Horng, Vishnu Bashyam, Christos Davatzikos, Aaron Alexander-Bloch, Mingyao Li, Haochang Shou, Theodore D. Satterthwaite, Meichen Yu, Russell T. Shinohara:
Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization. NeuroImage 274: 120125 (2023) - [j119]Jingxuan Bao, Junhao Wen, Zixuan Wen, Shu Yang, Yuhan Cui, Zhijian Yang, Güray Erus, Andrew J. Saykin, Qi Long, Christos Davatzikos, Li Shen:
Brain-wide genome-wide colocalization study for integrating genetics, transcriptomics and brain morphometry in Alzheimer's disease. NeuroImage 280: 120346 (2023) - [j118]Shashank Subramanian, Ali Ghafouri, Klaudius Matthias Scheufele, Naveen Himthani, Christos Davatzikos, George Biros:
Ensemble Inversion for Brain Tumor Growth Models With Mass Effect. IEEE Trans. Medical Imaging 42(4): 982-995 (2023) - [c170]Zixuan Wen, Jingxuan Bao, Shu Yang, Shannon L. Risacher, Andrew J. Saykin, Paul M. Thompson, Christos Davatzikos, Heng Huang, Yize Zhao, Li Shen:
Identifying Shared Neuroanatomic Architecture Between Cognitive Traits Through Multiscale Morphometric Correlation Analysis. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 227-240 - [c169]Zexuan Wang, Jiong Chen, Wenxi Yang, Sumita Garai, Frederick H. Xu, Junhao Wen, Christos Davatzikos, Li Shen:
Shape analysis of amygdala atrophy using SPHARM-OT. Image Processing 2023 - [i35]Zhijian Yang, Junhao Wen, Ahmed Abdulkadir, Yuhan Cui, Güray Erus, Elizabeth Mamourian, Randa Melhem, Dhivya Srinivasan, Sindhuja T. Govindarajan, Jiong Chen, Mohamad Habes, Colin L. Masters, Paul Maruff, Jurgen Fripp, Luigi Ferrucci, Marilyn S. Albert, Sterling C. Johnson, John C. Morris, Pamela LaMontagne, Daniel S. Marcus, Tammie L. S. Benzinger, David A. Wolk, Li Shen, Jingxuan Bao, Susan M. Resnick, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos:
Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering. CoRR abs/2301.10772 (2023) - [i34]Florian Kofler, Felix Meissen, Felix Steinbauer, Robert Graf, Eva Oswald, Ezequiel de la Rosa, Hongwei Bran Li, Ujjwal Baid, Florian A. Hölzl, Özgün Turgut, Izabela Horvath, Diana Waldmannstetter, Christina Bukas, Maruf Adewole, Syed Muhammad Anwar, Anastasia Janas, Anahita Fathi Kazerooni, Dominic LaBella, Ahmed W. Moawad, Keyvan Farahani, James A. Eddy, Timothy Bergquist, Verena Chung, Russell Takeshi Shinohara, Farouk Dako, Walter I. Wiggins, Zachary Reitman, Chunhao Wang, Xinyang Liu, Zhifan Jiang, Ariana Familiar, Gian Marco Conte, Elaine Johanson, Zeke Meier, Christos Davatzikos, John B. Freymann, Justin S. Kirby, Michel Bilello, Hassan M. Fathallah-Shaykh, Roland Wiest, Jan Kirschke, Rivka R. Colen, Aikaterini Kotrotsou, Pamela LaMontagne, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Marc-André Weber, Abhishek Mahajan, Suyash Mohan, John Mongan, Christopher Hess, Soonmee Cha, Javier E. Villanueva-Meyer, Errol Colak, Priscila Crivellaro, András Jakab, Jake Albrecht, Udunna Anazodo, Mariam Aboian, Juan Eugenio Iglesias, Koen Van Leemput, Spyridon Bakas, Daniel Rueckert, Benedikt Wiestler, Ivan Ezhov, Marie Piraud, Bjoern H. Menze:
The Brain Tumor Segmentation (BraTS) Challenge 2023: Local Synthesis of Healthy Brain Tissue via Inpainting. CoRR abs/2305.08992 (2023) - [i33]Hongwei Bran Li, Gian Marco Conte, Syed Muhammad Anwar, Florian Kofler, Koen Van Leemput, Marie Piraud, Ivan Ezhov, Felix Meissen, Maruf Adewole, Anastasia Janas, Anahita Fathi Kazerooni, Dominic LaBella, Ahmed W. Moawad, Keyvan Farahani, James A. Eddy, Timothy Bergquist, Verena Chung, Russell Takeshi Shinohara, Farouk Dako, Walter I. Wiggins, Zachary Reitman, Chunhao Wang, Xinyang Liu, Zhifan Jiang, Ariana Familiar, Elaine Johanson, Zeke Meier, Christos Davatzikos, John B. Freymann, Justin S. Kirby, Michel Bilello, Hassan M. Fathallah-Shaykh, Roland Wiest, Jan Kirschke, Rivka R. Colen, Aikaterini Kotrotsou, Pamela LaMontagne, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Marc-André Weber, Abhishek Mahajan, Suyash Mohan, John Mongan, Christopher Hess, Soonmee Cha, Javier E. Villanueva-Meyer, Errol Colak, Priscila Crivellaro, András Jakab, Jake Albrecht, Udunna Anazodo, Mariam Aboian, Thomas Yu, Ujjwal Baid, Spyridon Bakas, Marius George Linguraru, Bjoern H. Menze, Juan Eugenio Iglesias, Benedikt Wiestler:
The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn). CoRR abs/2305.09011 (2023) - [i32]Rongguang Wang, Güray Erus, Pratik Chaudhari, Christos Davatzikos:
Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience. CoRR abs/2308.03175 (2023) - 2022
- [j117]Junhao Wen, Erdem Varol, Aristeidis Sotiras, Zhijian Yang, Ganesh B. Chand, Güray Erus, Haochang Shou, Ahmed Abdulkadir, Gyujoon Hwang, Dominic B. Dwyer, Alessandro Pigoni, Paola Dazzan, René S. Kahn, Hugo G. Schnack, Marcus V. Zanetti, Eva M. Meisenzahl, Geraldo F. Busatto, Benedicto Crespo-Facorro, Romero-Garcia Rafael, Christos Pantelis, Stephen J. Wood, Chuanjun Zhuo, Russell T. Shinohara, Yong Fan, Ruben C. Gur, Raquel E. Gur, Theodore D. Satterthwaite, Nikolaos Koutsouleris, Daniel H. Wolf, Christos Davatzikos:
Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes. Medical Image Anal. 75: 102304 (2022) - [j116]Rongguang Wang, Pratik Chaudhari, Christos Davatzikos:
Embracing the disharmony in medical imaging: A Simple and effective framework for domain adaptation. Medical Image Anal. 76: 102309 (2022) - [j115]Andrew A. Chen, Dhivya Srinivasan, Raymond Pomponio, Yong Fan, Ilya M. Nasrallah, Susan M. Resnick, Lori L. Beason-Held, Christos Davatzikos, Theodore D. Satterthwaite, Dani S. Bassett, Russell T. Shinohara, Haochang Shou:
Harmonizing functional connectivity reduces scanner effects in community detection. NeuroImage 256: 119198 (2022) - [c168]Jiahang Sha, Jingxuan Bao, Kefei Liu, Shu Yang, Zixuan Wen, Yuhan Cui, Junhao Wen, Christos Davatzikos, Jason H. Moore, Andrew J. Saykin, Qi Long, Li Shen:
Preference Matrix Guided Sparse Canonical Correlation Analysis for Genetic Study of Quantitative Traits in Alzheimer's Disease. BIBM 2022: 541-548 - [c167]Zhijian Yang, Junhao Wen, Christos Davatzikos:
Surreal-GAN: Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns. ICLR 2022 - [c166]Zhen Zhou, Dhivya Srinivasan, Hongming Li, Ahmed Abdulkadir, Haochang Shou, Christos Davatzikos, Yong Fan:
Harmonization of multi-site functional connectivity measures in tangent space improves brain age prediction. Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [c165]Rachel Madhogarhia, Anahita Fathi Kazerooni, Sherjeel Arif, Jeffrey B. Ware, Ariana M. Familiar, Lorenna Vidal, Sina Bagheri, Hannah Anderson, Debanjan Haldar, Sophie Yagoda, Erin Graves, Michael Spadola, Rachel Yan, Nadia Dahmane, Chiharu Sako, Arastoo Vossough, Phillip B. Storm, Adam C. Resnick, Christos Davatzikos, Ali Nabavizadeh:
Automated segmentation of pediatric brain tumors based on multi-parametric MRI and deep learning. Computer-Aided Diagnosis 2022 - [c164]Vasiliki Tassopoulou, Fanyang Yu, Christos Davatzikos:
Deep Kernel Learning with Temporal Gaussian Processes for Clinical Variable Prediction in Alzheimer's Disease. ML4H@NeurIPS 2022: 539-551 - [i31]Junhao Wen, Erdem Varol, Zhijian Yang, Gyujoon Hwang, Dominique Dwyer, Anahita Fathi Kazerooni, Paris Alexandros Lalousis, Christos Davatzikos:
Subtyping brain diseases from imaging data. CoRR abs/2202.10945 (2022) - [i30]Dushyant Sahoo, Mathilde Antoniades, Cynthia H. Y. Fu, Christos Davatzikos:
Robust Hierarchical Patterns for identifying MDD patients: A Multisite Study. CoRR abs/2202.11144 (2022) - [i29]Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah J. Sheller, Hans Shih-Han Wang, G. Anthony Reina, Patrick Foley, Alexey Gruzdev, Deepthi Karkada, Christos Davatzikos, Chiharu Sako, Satyam Ghodasara, Michel Bilello, Suyash Mohan, Philipp Vollmuth, Gianluca Brugnara, Chandrakanth J. Preetha, Felix Sahm, Klaus H. Maier-Hein, Maximilian Zenk, Martin Bendszus, Wolfgang Wick, Evan Calabrese, Jeffrey D. Rudie, Javier E. Villanueva-Meyer, Soonmee Cha, Madhura Ingalhalikar, Manali Jadhav, Umang Pandey, Jitender Saini, John Garrett, Matthew Larson, Robert Jeraj, Stuart Currie, Russell Frood, Kavi Fatania, Raymond Y. Huang, Ken Chang, Carmen Balaña Quintero, Jaume Capellades, Josep Puig, Johannes Trenkler, Josef Pichler, Georg Necker, Andreas Haunschmidt, Stephan Meckel, Gaurav Shukla, Spencer Liem, Gregory S. Alexander, et al.:
Federated Learning Enables Big Data for Rare Cancer Boundary Detection. CoRR abs/2204.10836 (2022) - [i28]Zhijian Yang, Junhao Wen, Christos Davatzikos:
Surreal-GAN: Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns. CoRR abs/2205.04523 (2022) - [i27]Rongguang Wang, Pratik Chaudhari, Christos Davatzikos:
Machine Learning Models Are Not Necessarily Biased When Constructed Properly: Evidence from Neuroimaging Studies. CoRR abs/2205.13421 (2022) - [i26]Rongguang Wang, Vishnu Bashyam, Zhijian Yang, Fanyang Yu, Vasiliki Tassopoulou, Lasya P. Sreepada, Sai Spandana Chintapalli, Dushyant Sahoo, Ioanna Skampardoni, Konstantina S. Nikita, Ahmed Abdulkadir, Junhao Wen, Christos Davatzikos:
Applications of Generative Adversarial Networks in Neuroimaging and Clinical Neuroscience. CoRR abs/2206.07081 (2022) - [i25]Tanweer Rashid, Hangfan Liu, Jeffrey B. Ware, Karl Li, Jose Rafael Romero, Elyas Fadaee, Ilya M. Nasrallah, Saima Hilal, R. Nick Bryan, Timothy M. Hughes, Christos Davatzikos, Lenore J. Launer, Sudha Seshadri, Susan R. Heckbert, Mohamad Habes:
Deep Learning Based Detection of Enlarged Perivascular Spaces on Brain MRI. CoRR abs/2209.13727 (2022) - 2021
- [j114]S. Kevin Zhou, Hayit Greenspan, Christos Davatzikos, James S. Duncan, Bram van Ginneken, Anant Madabhushi, Jerry L. Prince, Daniel Rueckert, Ronald M. Summers:
A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises. Proc. IEEE 109(5): 820-838 (2021) - [j113]Dushyant Sahoo, Theodore D. Satterthwaite, Christos Davatzikos:
Hierarchical Extraction of Functional Connectivity Components in Human Brain Using Resting-State fMRI. IEEE Trans. Medical Imaging 40(3): 940-950 (2021) - [c163]Rongguang Wang, Pratik Chaudhari, Christos Davatzikos:
Harmonization with Flow-Based Causal Inference. MICCAI (3) 2021: 181-190 - [c162]Dushyant Sahoo, Christos Davatzikos:
Learning Robust Hierarchical Patterns of Human Brain across Many fMRI Studies. NeurIPS 2021: 29034-29048 - [i24]Zhijian Yang, Ilya M. Nasrallah, Haochang Shou, Junhao Wen, Jimit Doshi, Mohamad Habes, Güray Erus, Ahmed Abdulkadir, Susan M. Resnick, David A. Wolk, Christos Davatzikos:
Disentangling brain heterogeneity via semi-supervised deep-learning and MRI: dimensional representations of Alzheimer's Disease. CoRR abs/2102.12582 (2021) - [i23]Sarthak Pati, Siddhesh P. Thakur, Megh Bhalerao, Ujjwal Baid, Caleb M. Grenko, Brandon Edwards, Micah J. Sheller, Jose Agraz, Bhakti Baheti, Vishnu Bashyam, Parth Sharma, Babak Haghighi, Aimilia Gastounioti, Mark Bergman, Bjoern H. Menze, Despina Kontos, Christos Davatzikos, Spyridon Bakas:
GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging. CoRR abs/2103.01006 (2021) - [i22]Rongguang Wang, Pratik Chaudhari, Christos Davatzikos:
Embracing the Disharmony in Heterogeneous Medical Data. CoRR abs/2103.12857 (2021) - [i21]Dushyant Sahoo, Christos Davatzikos:
Extraction of Hierarchical Functional Connectivity Components in human brain using Adversarial Learning. CoRR abs/2104.10255 (2021) - [i20]Sarthak Pati, Ujjwal Baid, Maximilian Zenk, Brandon Edwards, Micah J. Sheller, G. Anthony Reina, Patrick Foley, Alexey Gruzdev, Jason Martin, Shadi Albarqouni, Yong Chen, Russell Taki Shinohara, Annika Reinke, David Zimmerer, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Rivka R. Colen, Aikaterini Kotrotsou, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Hassan M. Fathallah-Shaykh, Roland Wiest, András Jakab, Marc-André Weber, Abhishek Mahajan, Lena Maier-Hein, Jens Kleesiek, Bjoern H. Menze, Klaus H. Maier-Hein, Spyridon Bakas:
The Federated Tumor Segmentation (FeTS) Challenge. CoRR abs/2105.05874 (2021) - [i19]Dushyant Sahoo, Christos Davatzikos:
Learning Robust Hierarchical Patterns of Human Brain across Many fMRI Studies. CoRR abs/2105.06535 (2021) - [i18]Shashank Subramanian, Klaudius Scheufele, Naveen Himthani, Christos Davatzikos, George Biros:
Ensemble inversion for brain tumor growth models with mass effect. CoRR abs/2106.06016 (2021) - [i17]Rongguang Wang, Pratik Chaudhari, Christos Davatzikos:
Harmonization with Flow-based Causal Inference. CoRR abs/2106.06845 (2021) - [i16]Ujjwal Baid, Satyam Ghodasara, Michel Bilello, Suyash Mohan, Evan Calabrese, Errol Colak, Keyvan Farahani, Jayashree Kalpathy-Cramer, Felipe C. Kitamura, Sarthak Pati, Luciano M. Prevedello, Jeffrey D. Rudie, Chiharu Sako, Russell T. Shinohara, Timothy Bergquist, Rong Chai, James A. Eddy, Julia Elliott, Walter Reade, Thomas Schaffter, Thomas Yu, Jiaxin Zheng, BraTS Annotators, Christos Davatzikos, John Mongan, Christopher Hess, Soonmee Cha, Javier E. Villanueva-Meyer, John B. Freymann, Justin S. Kirby, Benedikt Wiestler, Priscila Crivellaro, Rivka R. Colen, Aikaterini Kotrotsou, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Hassan M. Fathallah-Shaykh, Roland Wiest, András Jakab, Marc-André Weber, Abhishek Mahajan, Bjoern H. Menze, Adam E. Flanders, Spyridon Bakas:
The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification. CoRR abs/2107.02314 (2021) - [i15]Gyujoon Hwang, Ahmed Abdulkadir, Güray Erus, Mohamad Habes, Raymond Pomponio, Haochang Shou, Jimit Doshi, Elizabeth Mamourian, Tanweer Rashid, Murat Bilgel, Yong Fan, Aristeidis Sotiras, Dhivya Srinivasan, John C. Morris, Daniel S. Marcus, Marilyn S. Albert, R. Nick Bryan, Susan M. Resnick, Ilya M. Nasrallah, Christos Davatzikos, David A. Wolk:
Disentangling Alzheimer's disease neurodegeneration from typical brain aging using machine learning. CoRR abs/2109.03723 (2021) - [i14]Junhao Wen, Cynthia H. Y. Fu, Duygu Tosun, Yogasudha Veturi, Zhijian Yang, Ahmed Abdulkadir, Elizabeth Mamourian, Dhivya Srinivasan, Jingxuan Bao, Güray Erus, Haochang Shou, Mohamad Habes, Jimit Doshi, Erdem Varol, Scott R. Mackin, Aristeidis Sotiras, Yong Fan, Andrew J. Saykin, Yvette I. Sheline, Li Shen, Marylyn D. Ritchie, David A. Wolk, Marilyn S. Albert, Susan M. Resnick, Christos Davatzikos:
Multidimensional representations in late-life depression: convergence in neuroimaging, cognition, clinical symptomatology and genetics. CoRR abs/2110.11347 (2021) - [i13]Bhakti Baheti, Diana Waldmannstetter, Satrajit Chakrabarty, Hamed Akbari, Michel Bilello, Benedikt Wiestler, Julian Schwarting, Evan Calabrese, Jeffrey D. Rudie, Syed Amaan Abidi, Mina Mousa, Javier E. Villanueva-Meyer, Daniel S. Marcus, Christos Davatzikos, Aristeidis Sotiras, Bjoern H. Menze, Spyridon Bakas:
The Brain Tumor Sequence Registration Challenge: Establishing Correspondence between Pre-Operative and Follow-up MRI scans of diffuse glioma patients. CoRR abs/2112.06979 (2021) - [i12]Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil S. Nalawade, Chandan Ganesh, Benjamin C. Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Alexandra Daza, Catalina Gómez Caballero, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Raynaud, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Linmin Pei, Murat Ak, Sarahi Rosas-González, Ilyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Verónica Vilaplana, Hugh McHugh, Gonzalo D. Maso Talou, Alan Wang, Jay B. Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Thumbavanam Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Nicolas Boutry, Alexis Huard, Lasitha Vidyaratne, Md Monibor Rahman, Khan M. Iftekharuddin, Joseph Chazalon, Élodie Puybareau, Guillaume Tochon, Jun Ma, Mariano Cabezas, Xavier Lladó, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, Mohammadreza Soltaninejad, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas J. Tustison, Craig H. Meyer, Nisarg A. Shah, Sanjay N. Talbar, Marc-André Weber, Abhishek Mahajan, András Jakab, Roland Wiest, Hassan M. Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko, Daniel S. Marcus, Aikaterini Kotrotsou, Rivka Colen, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Bjoern H. Menze, Spyridon Bakas, Yarin Gal, Tal Arbel:
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results. CoRR abs/2112.10074 (2021) - 2020
- [j112]Linmin Pei, Spyridon Bakas, Arastoo Vossough, Syed M. S. Reza, Christos Davatzikos, Khan M. Iftekharuddin:
Longitudinal brain tumor segmentation prediction in MRI using feature and label fusion. Biomed. Signal Process. Control. 55 (2020) - [j111]Raymond Pomponio, Güray Erus, Mohamad Habes, Jimit Doshi, Dhivya Srinivasan, Elizabeth Mamourian, Vishnu Bashyam, Ilya M. Nasrallah, Theodore D. Satterthwaite, Yong Fan, Lenore J. Launer, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Christos Davatzikos:
Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan. NeuroImage 208: 116450 (2020) - [j110]Joanne C. Beer, Nicholas J. Tustison, Philip A. Cook, Christos Davatzikos, Yvette I. Sheline, Russell T. Shinohara, Kristin A. Linn:
Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data. NeuroImage 220: 117129 (2020) - [j109]Danielle June, Owen A. Williams, Chiung-Wei Huang, Yang An, Bennett A. Landman, Christos Davatzikos, Murat Bilgel, Susan M. Resnick, Lori L. Beason-Held:
Lasting consequences of concussion on the aging brain: Findings from the Baltimore Longitudinal Study of Aging. NeuroImage 221: 117182 (2020) - [j108]Dhivya Srinivasan, Güray Erus, Jimit Doshi, David A. Wolk, Haochang Shou, Mohamad Habes, Christos Davatzikos:
A comparison of Freesurfer and multi-atlas MUSE for brain anatomy segmentation: Findings about size and age bias, and inter-scanner stability in multi-site aging studies. NeuroImage 223: 117248 (2020) - [j107]Nicole M. Armstrong, Yang An, John J. Shin, Owen A. Williams, Jimit Doshi, Güray Erus, Christos Davatzikos, Luigi Ferrucci, Lori L. Beason-Held, Susan M. Resnick:
Associations between cognitive and brain volume changes in cognitively normal older adults. NeuroImage 223: 117289 (2020) - [c161]Anahita Fathi Kazerooni, Christos Davatzikos:
Computational Diagnostics of GBM Tumors in the Era of Radiomics and Radiogenomics. BrainLes@MICCAI (1) 2020: 30-38 - [c160]Sarthak Pati, Vaibhav Sharma, Heena Aslam, Siddhesh P. Thakur, Hamed Akbari, Andreas Mang, Shashank Subramanian, George Biros, Christos Davatzikos, Spyridon Bakas:
Estimating Glioblastoma Biophysical Growth Parameters Using Deep Learning Regression. BrainLes@MICCAI (1) 2020: 157-167 - [c159]Omid Haji Maghsoudi, Aimilia Gastounioti, Lauren Pantalone, Christos Davatzikos, Spyridon Bakas, Despina Kontos:
O-Net: An Overall Convolutional Network for Segmentation Tasks. MLMI@MICCAI 2020: 199-209 - [c158]Xu Han, Zhengyang Shen, Zhenlin Xu, Spyridon Bakas, Hamed Akbari, Michel Bilello, Christos Davatzikos, Marc Niethammer:
A Deep Network for Joint Registration and Reconstruction of Images with Pathologies. MLMI@MICCAI 2020: 342-352 - [c157]Junhao Wen, Erdem Varol, Ganesh B. Chand, Aristeidis Sotiras, Christos Davatzikos:
MAGIC: Multi-scale Heterogeneity Analysis and Clustering for Brain Diseases. MICCAI (7) 2020: 678-687 - [c156]Spyridon Bakas, Gaurav Shukla, Hamed Akbari, Güray Erus, Aristeidis Sotiras, Saima Rathore, Chiharu Sako, Sung Min Ha, Martin Rozycki, Ashish Singh, Russell T. Shinohara, Michel Bilello, Christos Davatzikos:
Integrative radiomic analysis for pre-surgical prognostic stratification of glioblastoma patients: from advanced to basic MRI protocols. Image-Guided Procedures 2020: 113151S - [i11]Zhijian Yang, Junhao Wen, Christos Davatzikos:
Smile-GANs: Semi-supervised clustering via GANs for dissecting brain disease heterogeneity from medical images. CoRR abs/2006.15255 (2020) - [i10]Junhao Wen, Erdem Varol, Ganesh B. Chand, Aristeidis Sotiras, Christos Davatzikos:
MAGIC: Multi-scale Heterogeneity Analysis and Clustering for Brain Diseases. CoRR abs/2007.00812 (2020) - [i9]Xu Han, Zhengyang Shen, Zhenlin Xu, Spyridon Bakas, Hamed Akbari, Michel Bilello, Christos Davatzikos, Marc Niethammer:
A Deep Network for Joint Registration and Reconstruction of Images with Pathologies. CoRR abs/2008.07628 (2020) - [i8]S. Kevin Zhou, Hayit Greenspan, Christos Davatzikos, James S. Duncan, Bram van Ginneken, Anant Madabhushi, Jerry L. Prince, Daniel Rueckert, Ronald M. Summers:
A review of deep learning in medical imaging: Image traits, technology trends, case studies with progress highlights, and future promises. CoRR abs/2008.09104 (2020) - [i7]Vishnu M. Bashyam, Jimit Doshi, Güray Erus, Dhivya Srinivasan, Ahmed Abdulkadir, Mohamad Habes, Yong Fan, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Theodore D. Satterthwaite, Daniel H. Wolf, Raquel E. Gur, Ruben C. Gur, John C. Morris, Marilyn S. Albert, Hans Jörgen Grabe, Susan M. Resnick, R. Nick Bryan, David A. Wolk, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos:
Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging. CoRR abs/2010.05355 (2020)
2010 – 2019
- 2019
- [j106]Gabor Fichtinger, Julia A. Schnabel, Christos Davatzikos, Alejandro F. Frangi, Carlos Alberola-López:
IJCARS-MICCAI 2018 special issue. Int. J. Comput. Assist. Radiol. Surg. 14(9): 1461 (2019) - [j105]Saima Rathore, Hamed Akbari, Spyridon Bakas, Jared Pisapia, Gaurav Shukla, Jeffrey D. Rudie, Xiao Da, Ramana V. Davuluri, Nadia Dahmane, Donald M. O'Rourke, Christos Davatzikos:
Multivariate Analysis of Preoperative Magnetic Resonance Imaging Reveals Transcriptomic Classification of de novo Glioblastoma Patients. Frontiers Comput. Neurosci. 13: 81 (2019) - [j104]Julia A. Schnabel, Christos Davatzikos, Gabor Fichtinger, Alejandro F. Frangi, Carlos Alberola-López:
Special issue on MICCAI 2018. Medical Image Anal. 58 (2019) - [j103]Christos Davatzikos:
Machine learning in neuroimaging: Progress and challenges. NeuroImage 197: 652-656 (2019) - [j102]Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros:
CLAIRE: A Distributed-Memory Solver for Constrained Large Deformation Diffeomorphic Image Registration. SIAM J. Sci. Comput. 41(5): C548-C584 (2019) - [c155]Siddhesh P. Thakur, Jimit Doshi, Sarthak Pati, Sung Min Ha, Chiharu Sako, Sanjay N. Talbar, Uday Kulkarni, Christos Davatzikos, Güray Erus, Spyridon Bakas:
Skull-Stripping of Glioblastoma MRI Scans Using 3D Deep Learning. BrainLes@MICCAI (1) 2019: 57-68 - [c154]Sarthak Pati, Ashish Singh, Saima Rathore, Aimilia Gastounioti, Mark Bergman, Phuc Ngo, Sung Min Ha, Dimitrios Bounias, James Minock, Grayson Murphy, Hongming Li, Amit Bhattarai, Adam Wolf, Patmaa Sridaran, Ratheesh Kalarot, Hamed Akbari, Aristeidis Sotiras, Siddhesh P. Thakur, Ragini Verma, Russell T. Shinohara, Paul A. Yushkevich, Yong Fan, Despina Kontos, Christos Davatzikos, Spyridon Bakas:
The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview. BrainLes@MICCAI (2) 2019: 380-394 - [c153]Saima Rathore, Hamed Akbari, Spyridon Bakas, Jared Pisapia, Xiao Da, Donald M. O'Rourke, Christos Davatzikos:
Non-invasive transcriptomic classification of de novo Glioblastoma patients through multivariate quantitative analysis of baseline preoperative multimodal magnetic resonance imaging. Computer-Aided Diagnosis 2019: 1095043 - [c152]Ishaan Batta, Nicolas Honnorat, Christos Davatzikos:
Regularized topological data analysis for extraction of coherent brain regions. Image Processing 2019: 109490I - [c151]Dushyant Sahoo, Nicolas Honnorat, Christos Davatzikos:
Sparse low-dimensional causal modeling for the analysis of brain function. Image Processing 2019: 109492R - [i6]Dushyant Sahoo, Danielle S. Bassett, Christos Davatzikos:
Extraction of hierarchical functional connectivity components in human brain using resting-state fMRI. CoRR abs/1906.08365 (2019) - [i5]Jimit Doshi, Güray Erus, Mohamad Habes, Christos Davatzikos:
DeepMRSeg: A convolutional deep neural network for anatomy and abnormality segmentation on MR images. CoRR abs/1907.02110 (2019) - [i4]Y. Ye, Richard D. Boyce, M. K. Davis, Keith O. Elliston, Christos Davatzikos, Andrey Fedorov, Jean-Christophe Fillion-Robin, Ian T. Foster, John R. Gilbertson, Mervi Heiskanen, Juli D. Klemm, Andras Lasso, James V. Miller, M. Morgan, Steve Pieper, Brigitte Raumann, B. Sarachan, G. Savova, Jonathan C. Silverstein, D. Taylor, J. Zelnis, G. Q. Zhang, Michael J. Becich:
Open Source Software Sustainability Models: Initial White Paper from the Information Technology for Cancer Research Sustainability and Industry Partnership Work Group. CoRR abs/1912.12371 (2019) - 2018
- [j101]Güray Erus, Jimit Doshi, Yang An, Dimitris Verganelakis, Susan M. Resnick, Christos Davatzikos:
Longitudinally and inter-site consistent multi-atlas based parcellation of brain anatomy using harmonized atlases. NeuroImage 166: 71-78 (2018) - [j100]Adon F. G. Rosen, David R. Roalf, Kosha Ruparel, Jason Blake, Kevin Seelaus, Lakshmi P. Villa, Rastko Ciric, Philip A. Cook, Christos Davatzikos, Mark A. Elliott, Angel Garcia de La Garza, Efstathios D. Gennatas, Megan Quarmley, J. Eric Schmitt, Russell T. Shinohara, M. Dylan Tisdall, R. Cameron Craddock, Raquel E. Gur, Theodore D. Satterthwaite:
Quantitative assessment of structural image quality. NeuroImage 169: 407-418 (2018) - [j99]Deepthi P. Varikuti, Sarah Genon, Aristeidis Sotiras, Holger Schwender, Felix Hoffstaedter, Kaustubh R. Patil, Christiane Jockwitz, Svenja Caspers, Susanne Moebus, Katrin Amunts, Christos Davatzikos, Simon B. Eickhoff:
Evaluation of non-negative matrix factorization of grey matter in age prediction. NeuroImage 173: 394-410 (2018) - [j98]Erdem Varol, Aristeidis Sotiras, Christos Davatzikos:
MIDAS: Regionally linear multivariate discriminative statistical mapping. NeuroImage 174: 111-126 (2018) - [c150]Dushyant Sahoo, Nicolas Honnorat, Christos Davatzikos:
GPU accelerated extraction of sparse Granger causality patterns. ISBI 2018: 604-607 - [c149]Ke Zeng, Aristeidis Sotiras, Christos Davatzikos:
Statistically-constrained robust diffeomorphic registration. ISBI 2018: 1083-1087 - [c148]Erdem Varol, Aristeidis Sotiras, Christos Davatzikos:
Regionally discriminative multivariate statistical mapping. ISBI 2018: 1560-1563 - [c147]Nariman Jahani, Eric A. Cohen, Meng-Kang Hsieh, Susan P. Weinstein, Lauren Pantalone, Christos Davatzikos, Despina Kontos:
Deformable image registration as a tool to improve survival prediction after neoadjuvant chemotherapy for breast cancer: results from the ACRIN 6657/I-SPY-1 trial. Computer-Aided Diagnosis 2018: 105752S - [c146]Saima Rathore, Spyridon Bakas, Hamed Akbari, Gaurav Shukla, Martin Rozycki, Christos Davatzikos:
Deriving stable multi-parametric MRI radiomic signatures in the presence of inter-scanner variations: survival prediction of glioblastoma via imaging pattern analysis and machine learning techniques. Computer-Aided Diagnosis 2018: 1057509 - [c145]Xu Han, Spyridon Bakas, Roland Kwitt, Stephen R. Aylward, Hamed Akbari, Michel Bilello, Christos Davatzikos, Marc Niethammer:
Patient-Specific Registration of Pre-operative and Post-recurrence Brain Tumor MRI Scans. BrainLes@MICCAI (1) 2018: 105-114 - [c144]Samar S. M. Elsheikh, Spyridon Bakas, Nicola J. Mulder, Emile R. Chimusa, Christos Davatzikos, Alessandro Crimi:
Multi-stage Association Analysis of Glioblastoma Gene Expressions with Texture and Spatial Patterns. BrainLes@MICCAI (1) 2018: 239-250 - [c143]Erdem Varol, Aristeidis Sotiras, Ke Zeng, Christos Davatzikos:
Generative Discriminative Models for Multivariate Inference and Statistical Mapping in Medical Imaging. MICCAI (3) 2018: 540-548 - [c142]Saima Rathore, Hamed Akbari, Jimit Doshi, Gaurav Shukla, Martin Rozycki, Michel Bilello, Robert Lustig, Christos Davatzikos:
Technical note: a radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma. Image-Guided Procedures 2018: 105760O - [c141]Nicolas Honnorat, Christos Davatzikos:
High resolution robust and smooth precision matrices to capture functional connectivity. Image Processing 2018: 105742B - [c140]Nicolas Honnorat, Christos Davatzikos:
Extrapolated nonnegative decompositions for the analysis of functional connectivity. Image Processing 2018: 1057410 - [e4]Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I. Lecture Notes in Computer Science 11070, Springer 2018, ISBN 978-3-030-00927-4 [contents] - [e3]Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part II. Lecture Notes in Computer Science 11071, Springer 2018, ISBN 978-3-030-00933-5 [contents] - [e2]Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part III. Lecture Notes in Computer Science 11072, Springer 2018, ISBN 978-3-030-00930-4 [contents] - [e1]Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part IV. Lecture Notes in Computer Science 11073, Springer 2018, ISBN 978-3-030-00936-6 [contents] - [i3]Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros:
PDE-constrained optimization in medical image analysis. CoRR abs/1803.00058 (2018) - [i2]Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros:
CLAIRE: A distributed-memory solver for constrained large deformation diffeomorphic image registration. CoRR abs/1808.04487 (2018) - 2017
- [j97]Erdem Varol, Aristeidis Sotiras, Christos Davatzikos:
HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework. NeuroImage 145: 346-364 (2017) - [j96]Rastko Ciric, Daniel H. Wolf, Jonathan D. Power, David R. Roalf, Graham L. Baum, Kosha Ruparel, Russell T. Shinohara, Mark A. Elliott, Simon B. Eickhoff, Christos Davatzikos, Ruben C. Gur, Raquel E. Gur, Danielle S. Bassett, Theodore D. Satterthwaite:
Benchmarking of participant-level confound regression strategies for the control of motion artifact in studies of functional connectivity. NeuroImage 154: 174-187 (2017) - [j95]Saima Rathore, Mohamad Habes, Muhammad Aksam Iftikhar, Amanda Shacklett, Christos Davatzikos:
A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages. NeuroImage 155: 530-548 (2017) - [c139]Yong Fan, Christos Davatzikos:
Pattern recognition of functional brain networks. ICASSP 2017: 6309-6313 - [c138]Nicolas Honnorat, Christos Davatzikos:
Riccati-Regularized Precision Matrices for Neuroimaging. IPMI 2017: 275-286 - [c137]Linmin Pei, Syed M. S. Reza, Wei Li, Christos Davatzikos, Khan M. Iftekharuddin:
Improved brain tumor segmentation by utilizing tumor growth model in longitudinal brain MRI. Computer-Aided Diagnosis 2017: 101342L - [c136]Saima Rathore, Spyridon Bakas, Sarthak Pati, Hamed Akbari, Ratheesh Kalarot, Patmaa Sridharan, Martin Rozycki, Mark Bergman, Birkan Tunç, Ragini Verma, Michel Bilello, Christos Davatzikos:
Brain Cancer Imaging Phenomics Toolkit (brain-CaPTk): An Interactive Platform for Quantitative Analysis of Glioblastoma. BrainLes@MICCAI 2017: 133-145 - [c135]Nicolas Honnorat, Drew Parker, Birkan Tunç, Christos Davatzikos, Ragini Verma:
Subject-Specific Structural Parcellations Based on Randomized AB-divergences. MICCAI (1) 2017: 407-415 - [c134]Amir Gholami, Andreas Mang, Klaudius Scheufele, Christos Davatzikos, Miriam Mehl, George Biros:
A framework for scalable biophysics-based image analysis. SC 2017: 19 - [i1]Nicolas Honnorat, Christos Davatzikos:
Sparse Hierachical Extrapolated Parametric Methods for Cortical Data Analysis. CoRR abs/1704.08631 (2017) - 2016
- [j94]Christos Davatzikos:
Computational neuroanatomy using brain deformations: From brain parcellation to multivariate pattern analysis and machine learning. Medical Image Anal. 33: 149-154 (2016) - [j93]Harini Eavani, Meng-Kang Hsieh, Yang An, Güray Erus, Lori L. Beason-Held, Susan M. Resnick, Christos Davatzikos:
Capturing heterogeneous group differences using mixture-of-experts: Application to a study of aging. NeuroImage 125: 498-514 (2016) - [j92]Jimit Doshi, Güray Erus, Yangming Ou, Susan M. Resnick, Ruben C. Gur, Raquel E. Gur, Theodore D. Satterthwaite, Susan Furth, Christos Davatzikos:
MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection. NeuroImage 127: 186-195 (2016) - [j91]Kristin A. Linn, Bilwaj Gaonkar, Theodore D. Satterthwaite, Jimit Doshi, Christos Davatzikos, Russell T. Shinohara:
Control-group feature normalization for multivariate pattern analysis of structural MRI data using the support vector machine. NeuroImage 132: 157-166 (2016) - [j90]Aoyan Dong, Nicolas Honnorat, Bilwaj Gaonkar, Christos Davatzikos:
CHIMERA: Clustering of Heterogeneous Disease Effects via Distribution Matching of Imaging Patterns. IEEE Trans. Medical Imaging 35(2): 612-621 (2016) - [j89]Ke Zeng, Güray Erus, Aristeidis Sotiras, Russell T. Shinohara, Christos Davatzikos:
Abnormality Detection via Iterative Deformable Registration and Basis-Pursuit Decomposition. IEEE Trans. Medical Imaging 35(8): 1937-1951 (2016) - [c133]Ke Zeng, Spyridon Bakas, Aristeidis Sotiras, Hamed Akbari, Martin Rozycki, Saima Rathore, Sarthak Pati, Christos Davatzikos:
Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework. BrainLes@MICCAI 2016: 184-194 - [c132]Erdem Varol, Aristeidis Sotiras, Christos Davatzikos:
Structured Outlier Detection in Neuroimaging Studies with Minimal Convex Polytopes. MICCAI (1) 2016: 300-307 - 2015
- [j88]Vasileios G. Kanas, Evangelia I. Zacharaki, Christos Davatzikos, Kyriakos N. Sgarbas, Vasileios Megalooikonomou:
A low cost approach for brain tumor segmentation based on intensity modeling and 3D Random Walker. Biomed. Signal Process. Control. 22: 19-30 (2015) - [j87]Caroline Petitjean, Maria A. Zuluaga, Wenjia Bai, Jean-Nicolas Dacher, Damien Grosgeorge, Jérôme Caudron, Su Ruan, Ismail Ben Ayed, Manuel Jorge Cardoso, Hsiang-Chou Chen, Daniel Jimenez-Carretero, María J. Ledesma-Carbayo, Christos Davatzikos, Jimit Doshi, Güray Erus, Oskar M. O. Maier, Cyrus M. S. Nambakhsh, Yangming Ou, Sébastien Ourselin, Chun-Wei Peng, Nicholas S. Peters, Terry M. Peters, Martin Rajchl, Daniel Rueckert, Andrés Santos, Wenzhe Shi, Ching-Wei Wang, Haiyan Wang, Jing Yuan:
Right ventricle segmentation from cardiac MRI: A collation study. Medical Image Anal. 19(1): 187-202 (2015) - [j86]Bilwaj Gaonkar, Russell T. Shinohara, Christos Davatzikos:
Interpreting support vector machine models for multivariate group wise analysis in neuroimaging. Medical Image Anal. 24(1): 190-204 (2015) - [j85]Harini Eavani, Theodore D. Satterthwaite, Roman Filipovych, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos:
Identifying Sparse Connectivity Patterns in the brain using resting-state fMRI. NeuroImage 105: 286-299 (2015) - [j84]Nicolas Honnorat, Harini Eavani, Theodore D. Satterthwaite, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos:
GraSP: Geodesic Graph-based Segmentation with Shape Priors for the functional parcellation of the cortex. NeuroImage 106: 207-221 (2015) - [j83]Aristeidis Sotiras, Susan M. Resnick, Christos Davatzikos:
Finding imaging patterns of structural covariance via Non-Negative Matrix Factorization. NeuroImage 108: 1-16 (2015) - [j82]Thaddeus J. Haight, R. Nick Bryan, Güray Erus, Christos Davatzikos, David R. Jacobs Jr., Mark D'Esposito, Cora E. Lewis, Lenore J. Launer:
Vascular risk factors, cerebrovascular reactivity, and the default-mode brain network. NeuroImage 115: 7-16 (2015) - [j81]Ali Gooya, Christos Davatzikos, Alejandro F. Frangi:
A Bayesian Approach to Sparse Model Selection in Statistical Shape Models. SIAM J. Imaging Sci. 8(2): 858-887 (2015) - [c131]Zhaoxuan Gong, Dazhe Zhao, Chunming Li, Wenjun Tan, Christos Davatzikos:
A Robust Energy Minimization Algorithm for MS-Lesion Segmentation. ISVC (1) 2015: 521-530 - [c130]Ning Yu, Jia Wu, Susan P. Weinstein, Bilwaj Gaonkar, Brad M. Keller, Ahmed Bilal Ashraf, YunQing Jiang, Christos Davatzikos, Emily F. Conant, Despina Kontos:
A superpixel-based framework for automatic tumor segmentation on breast DCE-MRI. Computer-Aided Diagnosis 2015: 94140O - [c129]Jia Wu, Yangming Ou, Susan P. Weinstein, Emily F. Conant, Ning Yu, Vahid Hoshmand, Brad M. Keller, Ahmed Bilal Ashraf, Mark Rosen, Angela DeMichele, Christos Davatzikos, Despina Kontos:
Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration. Computer-Aided Diagnosis 2015: 94141Z - [c128]Xiangyang Wang, Tianhao Zhang, Tiffany M. Chaim, Marcus V. Zanetti, Christos Davatzikos:
Classification of MRI under the Presence of Disease Heterogeneity using Multi-Task Learning: Application to Bipolar Disorder. MICCAI (1) 2015: 125-132 - [c127]Spyridon Bakas, Ke Zeng, Aristeidis Sotiras, Saima Rathore, Hamed Akbari, Bilwaj Gaonkar, Martin Rozycki, Sarthak Pati, Christos Davatzikos:
GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation. Brainles@MICCAI 2015: 144-155 - [c126]Dongjin Kwon, Ke Zeng, Michel Bilello, Christos Davatzikos:
Estimating Patient Specific Templates for Pre-operative and Follow-Up Brain Tumor Registration. MICCAI (2) 2015: 222-229 - [c125]Erdem Varol, Aristeidis Sotiras, Christos Davatzikos:
Disentangling Disease Heterogeneity with Max-Margin Multiple Hyperplane Classifier. MICCAI (1) 2015: 702-709 - 2014
- [j80]Geert Litjens, Robert Toth, Wendy J. M. van de Ven, Caroline Hoeks, Sjoerd Kerkstra, Bram van Ginneken, Graham Vincent, Gwenaël Guillard, Neil Birbeck, Jindang Zhang, Robin Strand, Filip Malmberg, Yangming Ou, Christos Davatzikos, Matthias Kirschner, Florian Jung, Jing Yuan, Wu Qiu, Qinquan Gao, Philip J. Edwards, Bianca Maan, Ferdinand van der Heijden, Soumya Ghose, Jhimli Mitra, Jason Dowling, Dean C. Barratt, Henkjan J. Huisman, Anant Madabhushi:
Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge. Medical Image Anal. 18(2): 359-373 (2014) - [j79]Güray Erus, Evangelia I. Zacharaki, Christos Davatzikos:
Individualized statistical learning from medical image databases: Application to identification of brain lesions. Medical Image Anal. 18(3): 542-554 (2014) - [j78]Theodore D. Satterthwaite, Mark A. Elliott, Kosha Ruparel, James Loughead, Karthik Prabhakaran, Monica E. Calkins, Ryan Hopson, Chad Jackson, Jack Keefe, Marisa Riley, Frank D. Mentch, Patrick Sleiman, Ragini Verma, Christos Davatzikos, Hakon Hakonarson, Ruben C. Gur, Raquel E. Gur:
Neuroimaging of the Philadelphia Neurodevelopmental Cohort. NeuroImage 86: 544-553 (2014) - [j77]F. R. Lin, Luigi Ferrucci, Yang An, Joshua Oon Soo Goh, Jimit Doshi, E. J. Metter, Christos Davatzikos, Michael A. Kraut, Susan M. Resnick:
Association of hearing impairment with brain volume changes in older adults. NeuroImage 90: 84-92 (2014) - [j76]Dongjin Kwon, Marc Niethammer, Hamed Akbari, Michel Bilello, Christos Davatzikos, Kilian M. Pohl:
PORTR: Pre-Operative and Post-Recurrence Brain Tumor Registration. IEEE Trans. Medical Imaging 33(3): 651-667 (2014) - [j75]Yangming Ou, Hamed Akbari, Michel Bilello, Xiao Da, Christos Davatzikos:
Comparative Evaluation of Registration Algorithms in Different Brain Databases With Varying Difficulty: Results and Insights. IEEE Trans. Medical Imaging 33(10): 2039-2065 (2014) - [c124]Harini Eavani, Theodore D. Satterthwaite, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos:
Discriminative Sparse Connectivity Patterns for Classification of fMRI Data. MICCAI (3) 2014: 193-200 - [c123]Erdem Varol, Christos Davatzikos:
Supervised Block Sparse Dictionary Learning for Simultaneous Clustering and Classification in Computational Anatomy. MICCAI (2) 2014: 446-453 - [c122]Dongjin Kwon, Russell T. Shinohara, Hamed Akbari, Christos Davatzikos:
Combining Generative Models for Multifocal Glioma Segmentation and Registration. MICCAI (1) 2014: 763-770 - [c121]Ke Zeng, Güray Erus, Manoj Tanwar, Christos Davatzikos:
Brain abnormality segmentation based on l1-norm minimization. Image Processing 2014: 903409 - 2013
- [j74]Bilwaj Gaonkar, Christos Davatzikos:
Analytic estimation of statistical significance maps for support vector machine based multi-variate image analysis and classification. NeuroImage 78: 270-283 (2013) - [j73]Tianhao Zhang, Christos Davatzikos:
Optimally-Discriminative Voxel-Based Morphometry significantly increases the ability to detect group differences in schizophrenia, mild cognitive impairment, and Alzheimer's disease. NeuroImage 79: 94-110 (2013) - [j72]Theodore D. Satterthwaite, Daniel H. Wolf, Kosha Ruparel, Güray Erus, Mark A. Elliott, Simon B. Eickhoff, Efstathios D. Gennatas, Chad Jackson, Karthik Prabhakaran, Alex R. Smith, Hakon Hakonarson, Ragini Verma, Christos Davatzikos, Raquel E. Gur, Ruben C. Gur:
Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth. NeuroImage 83: 45-57 (2013) - [j71]Aristeidis Sotiras, Christos Davatzikos, Nikos Paragios:
Deformable Medical Image Registration: A Survey. IEEE Trans. Medical Imaging 32(7): 1153-1190 (2013) - [c120]Harini Eavani, Theodore D. Satterthwaite, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos:
Unsupervised Learning of Functional Network Dynamics in Resting State fMRI. IPMI 2013: 426-437 - [c119]Elena Bernardis, Kilian M. Pohl, Christos Davatzikos:
Extracting Evolving Pathologies via Spectral Clustering. IPMI 2013: 680-691 - [c118]Erdem Varol, Bilwaj Gaonkar, Christos Davatzikos:
Classifying medical images using morphological appearance manifolds. ISBI 2013: 744-747 - [c117]Harini Eavani, Theodore D. Satterthwaite, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos:
Identifying patterns in temporal variation of functional connectivity using resting state FMRI. ISBI 2013: 1086-1089 - [c116]Ali Gooya, Elaheh Mousavi, Christos Davatzikos, Hongen Liao:
A Bayesian Approach for Construction of Sparse Statistical Shape Models Using Dirichlet Distribution. AE-CAI 2013: 144-152 - [c115]Chaolu Feng, Chunming Li, Dazhe Zhao, Christos Davatzikos, Harold Litt:
Segmentation of the Left Ventricle Using Distance Regularized Two-Layer Level Set Approach. MICCAI (1) 2013: 477-484 - [c114]Bilwaj Gaonkar, Aristeidis Sotiras, Christos Davatzikos:
Deriving Statistical Significance Maps for Support Vector Regression Using Medical Imaging Data. PRNI 2013: 13-16 - [c113]Nicolas Honnorat, Harini Eavani, Theodore D. Satterthwaite, Christos Davatzikos:
A Graph-Based Brain Parcellation Method Extracting Sparse Networks. PRNI 2013: 157-160 - [c112]Tianhao Zhang, Theodore D. Satterthwaite, Christos Davatzikos:
ODVBA-C: Optimally-Discriminative Voxel-Based Analysis of Continuous Variables. PRNI 2013: 161-164 - 2012
- [j70]Madhav Thambisetty, Yang An, Anna Kinsey, Deepthi Koka, Muzamil Saleem, Andreas Gupsilonntert, Michael A. Kraut, Luigi Ferrucci, Christos Davatzikos, Simon Lovestone, Susan M. Resnick:
Plasma clusterin concentration is associated with longitudinal brain atrophy in mild cognitive impairment. NeuroImage 59(1): 212-217 (2012) - [j69]Rong Chen, Susan M. Resnick, Christos Davatzikos, Edward Herskovits:
Dynamic Bayesian network modeling for longitudinal brain morphometry. NeuroImage 59(3): 2330-2338 (2012) - [j68]Nematollah Batmanghelich, Ben Taskar, Christos Davatzikos:
Generative-Discriminative Basis Learning for Medical Imaging. IEEE Trans. Medical Imaging 31(1): 51-69 (2012) - [j67]Roman Filipovych, Susan M. Resnick, Christos Davatzikos:
JointMMCC: Joint Maximum-Margin Classification and Clustering of Imaging Data. IEEE Trans. Medical Imaging 31(5): 1124-1140 (2012) - [j66]Ali Gooya, Kilian M. Pohl, Michel Bilello, Luigi Cirillo, George Biros, Elias R. Melhem, Christos Davatzikos:
GLISTR: Glioma Image Segmentation and Registration. IEEE Trans. Medical Imaging 31(10): 1941-1954 (2012) - [c111]Vasileios G. Kanas, Evangelia I. Zacharaki, Evangelos Dermatas, Anastasios Bezerianos, Kyriakos N. Sgarbas, Christos Davatzikos:
Combining Outlier Detection with Random Walker for Automatic Brain Tumor Segmentation. AIAI (2) 2012: 26-35 - [c110]Evangelia I. Zacharaki, Güray Erus, Anastasios Bezerianos, Christos Davatzikos:
Fuzzy Multi-channel Clustering with Individualized Spatial Priors for Segmenting Brain Lesions and Infarcts. AIAI (2) 2012: 76-85 - [c109]Youssef Rouchdy, Christos Davatzikos, Ragini Verma:
Connectivity-based analysis: Application to white matter maturation in mouse brain. ISBI 2012: 54-57 - [c108]Erdem Varol, Bilwaj Gaonkar, Güray Erus, Robert Schultz, Christos Davatzikos:
Feature ranking based nested support vector machine ensemble for medical image classification. ISBI 2012: 146-149 - [c107]Samuel Kadoury, Güray Erus, Evangelia I. Zacharaki, Nikos Paragios, Christos Davatzikos:
Manifold-constrained embeddings for the detection of white matter lesions in brain MRI. ISBI 2012: 562-565 - [c106]Dongjin Kwon, Il Dong Yun, Kilian M. Pohl, Christos Davatzikos, Sang Uk Lee:
Nonrigid volume registration using second-order MRF model. ISBI 2012: 708-711 - [c105]Samuel Kadoury, Güray Erus, Christos Davatzikos:
Nonlinear Discriminant Graph Embeddings for Detecting White Matter Lesions in FLAIR MRI. MLMI 2012: 94-102 - [c104]Dong Hye Ye, Jihun Hamm, Dongjin Kwon, Christos Davatzikos, Kilian M. Pohl:
Regional Manifold Learning for Deformable Registration of Brain MR Images. MICCAI (3) 2012: 131-138 - [c103]Bilwaj Gaonkar, Christos Davatzikos:
Deriving Statistical Significance Maps for SVM Based Image Classification and Group Comparisons. MICCAI (1) 2012: 723-730 - [c102]Weiwei Zhang, Christos Davatzikos:
Registration of unseen images based on the generative manifold modeling of variations of appearance and anatomical shape in brain population. MMBIA 2012: 113-118 - [c101]Tianhao Zhang, Theodore D. Satterthwaite, Mark A. Elliott, Ruben C. Gur, Raquel E. Gur, Christos Davatzikos:
Multivariate fMRI Analysis Using Optimally-discriminative Voxel-based Analysis. PRNI 2012: 33-36 - [c100]Harini Eavani, Roman Filipovych, Christos Davatzikos, Theodore D. Satterthwaite, Raquel E. Gur, Ruben C. Gur:
Sparse Dictionary Learning of Resting State fMRI Networks. PRNI 2012: 73-76 - [c99]Roman Filipovych, Bilwaj Gaonkar, Christos Davatzikos:
A Composite Multivariate Polygenic and Neuroimaging Score for Prediction of Conversion to Alzheimer's Disease. PRNI 2012: 105-108 - [c98]Yangming Ou, Dong Hye Ye, Kilian M. Pohl, Christos Davatzikos:
Validation of DRAMMS among 12 Popular Methods in Cross-Subject Cardiac MRI Registration. WBIR 2012: 209-219 - 2011
- [j65]Evangelia I. Zacharaki, Vasileios G. Kanas, Christos Davatzikos:
Investigating machine learning techniques for MRI-based classification of brain neoplasms. Int. J. Comput. Assist. Radiol. Surg. 6(6): 821-828 (2011) - [j64]Roman Filipovych, Ying Wang, Christos Davatzikos:
Pattern analysis in neuroimaging: Beyond two-class categorization. Int. J. Imaging Syst. Technol. 21(2): 173-178 (2011) - [j63]Yangming Ou, Aristeidis Sotiras, Nikos Paragios, Christos Davatzikos:
DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting. Medical Image Anal. 15(4): 622-639 (2011) - [j62]Naixiang Lian, Christos Davatzikos:
Morphological appearance manifolds for group-wise morphometric analysis. Medical Image Anal. 15(6): 814-829 (2011) - [j61]Roman Filipovych, Susan M. Resnick, Christos Davatzikos:
Semi-supervised cluster analysis of imaging data. NeuroImage 54(3): 2185-2197 (2011) - [j60]Roman Filipovych, Christos Davatzikos:
Semi-supervised pattern classification of medical images: Application to mild cognitive impairment (MCI). NeuroImage 55(3): 1109-1119 (2011) - [j59]Vadim Zipunnikov, Brian C. Caffo, David M. Yousem, Christos Davatzikos, Brian S. Schwartz, Ciprian M. Crainiceanu:
Functional principal component model for high-dimensional brain imaging. NeuroImage 58(3): 772-784 (2011) - [j58]Ali Gooya, George Biros, Christos Davatzikos:
Deformable Registration of Glioma Images Using EM Algorithm and Diffusion Reaction Modeling. IEEE Trans. Medical Imaging 30(2): 375-390 (2011) - [j57]Tianhao Zhang, Christos Davatzikos:
ODVBA: Optimally-Discriminative Voxel-Based Analysis. IEEE Trans. Medical Imaging 30(8): 1441-1454 (2011) - [c97]Christos Davatzikos, Evangelia I. Zacharaki, Ali Gooya, Vanessa Clark:
Multi-parametric analysis and registration of brain tumors: Constructing statistical atlases and diagnostic tools of predictive value. EMBC 2011: 6979-6981 - [c96]Dong Hye Ye, Harold Litt, Christos Davatzikos, Kilian M. Pohl:
Morphological Classification: Application to Cardiac MRI of Tetralogy of Fallot. FIMH 2011: 180-187 - [c95]Kayhan N. Batmanghelich, Dong Hye Ye, Kilian M. Pohl, Ben Taskar, Christos Davatzikos:
Disease classification and prediction via semi-supervised dimensionality reduction. ISBI 2011: 1086-1090 - [c94]Roman Filipovych, Susan M. Resnick, Christos Davatzikos:
Understanding heterogeneity in normal older adult populations via clustering of longitudinal data. ISBI 2011: 1101-1104 - [c93]Bilwaj Gaonkar, Güray Erus, Kilian M. Pohl, Manoj Tanwar, Stefan Margiewicz, R. Nick Bryan, Christos Davatzikos:
Automated segmentation of cortical necrosis using awavelet based abnormality detection system. ISBI 2011: 1391-1395 - [c92]Bei Yan, Chunming Li, Mei Xie, Christos Davatzikos:
Narrow band region-scalable fitting model for image segmentation in the presence of intensity inhomogeneities. ISBI 2011: 1994-1997 - [c91]Christos Davatzikos:
Statistical atlases and machine learning tools applied to optimized prostate biopsy for cancer detection and estimation of volume and Gleason score. ISBI 2011: 2107-2108 - [c90]Nematollah Batmanghelich, Aoyan Dong, Ben Taskar, Christos Davatzikos:
Regularized Tensor Factorization for Multi-Modality Medical Image Classification. MICCAI (3) 2011: 17-24 - [c89]Roman Filipovych, Susan M. Resnick, Christos Davatzikos:
Multi-Kernel Classification for Integration of Clinical and Imaging Data: Application to Prediction of Cognitive Decline in Older Adults. MLMI 2011: 26-34 - [c88]Bilwaj Gaonkar, Kilian M. Pohl, Christos Davatzikos:
Pattern Based Morphometry. MICCAI (2) 2011: 459-466 - [c87]Ali Gooya, Kilian M. Pohl, Michel Bilello, George Biros, Christos Davatzikos:
Joint Segmentation and Deformable Registration of Brain Scans Guided by a Tumor Growth Model. MICCAI (2) 2011: 532-540 - [c86]Dong Hye Ye, Kilian M. Pohl, Christos Davatzikos:
Semi-supervised Pattern Classification: Application to Structural MRI of Alzheimer's Disease. PRNI 2011: 1-4 - 2010
- [j56]Madhura Ingalhalikar, Jinzhong Yang, Christos Davatzikos, Ragini Verma:
DTI-DROID: Diffusion tensor imaging-deformable registration using orientation and intensity descriptors. Int. J. Imaging Syst. Technol. 20(2): 99-107 (2010) - [j55]Jihun Hamm, Dong Hye Ye, Ragini Verma, Christos Davatzikos:
GRAM: A framework for geodesic registration on anatomical manifolds. Medical Image Anal. 14(5): 633-642 (2010) - [j54]Ying Wang, Yong Fan, Priyanka Bhatt, Christos Davatzikos:
High-dimensional pattern regression using machine learning: From medical images to continuous clinical variables. NeuroImage 50(4): 1519-1535 (2010) - [c85]Ali Gooya, George Biros, Christos Davatzikos:
An EM algorithm for brain tumor image registration: A tumor growth modeling based approach. CVPR Workshops 2010: 39-46 - [c84]Dong Hye Ye, Kilian M. Pohl, Harold Litt, Christos Davatzikos:
Groupwise morphometric analysis based on high dimensional clustering. CVPR Workshops 2010: 47-54 - [c83]Güray Erus, Evangelia I. Zacharaki, R. Nick Bryan, Christos Davatzikos:
Learning high-dimensional image statistics for abnormality detection on medical images. CVPR Workshops 2010: 139-145 - [c82]Nematollah Batmanghelich, Ali Gooya, Stathis Kanterakis, Ben Taskar, Christos Davatzikos:
Application of trace-norm and low-rank matrix decomposition for computational anatomy. CVPR Workshops 2010: 146-153 - [c81]Bilwaj Gaonkar, Güray Erus, R. Nick Bryan, Christos Davatzikos:
Automated segmentation of brain lesions by combining intensity and spatial information. ISBI 2010: 93-96 - [c80]Yangming Ou, Ahmed Besbes, Michel Bilello, Mohamed Mansour, Christos Davatzikos, Nikos Paragios:
Detecting mutually-salient landmark pairs with MRF regularization. ISBI 2010: 400-403 - [c79]Ying Wang, Susan M. Resnick, Christos Davatzikos:
Spatio-temporal Analysis of Brain MRI Images Using Hidden Markov Models. MICCAI (2) 2010: 160-168 - [c78]Peter Maday, Parmeshwar Khurd, Lance Ladic, Mitchell D. Schnall, Mark Rosen, Christos Davatzikos, Ali Kamen:
Imaging as a Surrogate for the Early Prediction and Assessment of Treatment Response through the Analysis of 4-D Texture Ensembles (ISEPARATE). MCV 2010: 164-173 - [c77]Tianhao Zhang, Christos Davatzikos:
Optimally-Discriminative Voxel-Based Analysis. MICCAI (2) 2010: 257-265 - [c76]Aristeidis Sotiras, Yangming Ou, Ben Glocker, Christos Davatzikos, Nikos Paragios:
Simultaneous Geometric - Iconic Registration. MICCAI (2) 2010: 676-683
2000 – 2009
- 2009
- [j53]Yangming Ou, Dinggang Shen, Jianchao Zeng, Leon Sun, Judd W. Moul, Christos Davatzikos:
Sampling the spatial patterns of cancer: Optimized biopsy procedures for estimating prostate cancer volume and Gleason Score. Medical Image Anal. 13(4): 609-620 (2009) - [j52]Chandan Misra, Yong Fan, Christos Davatzikos:
Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: Results from ADNI. NeuroImage 44(4): 1415-1422 (2009) - [j51]Sajjad Baloch, Christos Davatzikos:
Morphological appearance manifolds in computational anatomy: Groupwise registration and morphological analysis. NeuroImage 45(1): S73-S85 (2009) - [j50]Evangelia I. Zacharaki, Cosmina Hogea, Dinggang Shen, George Biros, Christos Davatzikos:
Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth. NeuroImage 46(3): 762-774 (2009) - [j49]Evangelia I. Zacharaki, Cosmina Hogea, Dinggang Shen, George Biros, Christos Davatzikos:
Corrigendum to "Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth" [NeuroImage 46 (2009) 762-774]. NeuroImage 47(2): 779 (2009) - [c75]Yangming Ou, Dinggang Shen, Michael D. Feldman, John Tomaszewski, Christos Davatzikos:
Non-rigid registration between histological and MR images of the prostate: A joint segmentation and registration framework. CVPR Workshops 2009: 125-132 - [c74]Naixiang Lian, Christos Davatzikos:
Groupwise morphometric analysis based on morphological appearance manifold. CVPR Workshops 2009: 133-140 - [c73]Yangming Ou, Christos Davatzikos:
DRAMMS: Deformable Registration via Attribute Matching and Mutual-Saliency Weighting. IPMI 2009: 50-62 - [c72]Nematollah Batmanghelich, Ben Taskar, Christos Davatzikos:
A General and Unifying Framework for Feature Construction, in Image-Based Pattern Classification. IPMI 2009: 423-434 - [c71]Christos Davatzikos, Naixiang Lian:
Morphological Appearance Manifolds in Computational Anatomy: Groupwise Registration and Morphological Analysis. ISBI 2009: 826-826 - [c70]Evangelia I. Zacharaki, Sumei Wang, Sanjeev Chawla, Dong Soo Yoo, Ronald L. Wolf, Elias R. Melhem, Christos Davatzikos:
MRI-Based Classification of Brain Tumor Type and Grade Using SVM-RFE. ISBI 2009: 1035-1038 - [c69]Hari Sundar, Christos Davatzikos, George Biros:
Biomechanically-Constrained 4D Estimation of Myocardial Motion. MICCAI (1) 2009: 257-265 - [c68]Jihun Hamm, Christos Davatzikos, Ragini Verma:
Efficient Large Deformation Registration via Geodesics on a Learned Manifold of Images. MICCAI (1) 2009: 680-687 - 2008
- [j48]Yong Fan, Nematollah Batmanghelich, Christopher M. Clark, Christos Davatzikos, Alzheimer's Disease Neuroimaging Initiative:
Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline. NeuroImage 39(4): 1731-1743 (2008) - [j47]Yong Fan, Susan M. Resnick, Xiaoying Wu, Christos Davatzikos:
Structural and functional biomarkers of prodromal Alzheimer's disease: A high-dimensional pattern classification study. NeuroImage 41(2): 277-285 (2008) - [j46]Arijitt Borthakur, Matthew Sochor, Christos Davatzikos, John Q. Trojanowski, Christopher M. Clark:
T1ρ MRI of Alzheimer's disease. NeuroImage 41(4): 1199-1205 (2008) - [j45]Christos Davatzikos, Susan M. Resnick, X. Wu, P. Parmpi, Christopher M. Clark:
Individual patient diagnosis of AD and FTD via high-dimensional pattern classification of MRI. NeuroImage 41(4): 1220-1227 (2008) - [j44]Cosmina Hogea, Christos Davatzikos, George Biros:
Brain--Tumor Interaction Biophysical Models for Medical Image Registration. SIAM J. Sci. Comput. 30(6): 3050-3072 (2008) - [j43]Evangelia I. Zacharaki, Cosmina Hogea, George Biros, Christos Davatzikos:
A Comparative Study of Biomechanical Simulators in Deformable Registration of Brain Tumor Images. IEEE Trans. Biomed. Eng. 55(3): 1233-1236 (2008) - [j42]Evangelia I. Zacharaki, Dinggang Shen, Seung-Koo Lee, Christos Davatzikos:
ORBIT: A Multiresolution Framework for Deformable Registration of Brain Tumor Images. IEEE Trans. Medical Imaging 27(8): 1003-1017 (2008) - [c67]Ramkrishnan Narayanan, Dinggang Shen, Christos Davatzikos, E. David Crawford, Albaha Barqawi, Priya N. Werahera, Dinesh K. Kumar, Jasjit S. Suri:
Application of statistical cancer atlas for 3D biopsy. Image Processing: Algorithms and Systems 2008: 681216 - [c66]Ragini Verma, Parmeshwar Khurd, James Loughead, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos:
Manifold based Morphometry applied to schizophrenia. ISBI 2008: 704-707 - [c65]Ramkrishnan Narayanan, Dinggang Shen, Christos Davatzikos, E. David Crawford, Albaha Barqawi, Priya N. Werahera, Dinesh K. Kumar, Jasjit S. Suri:
Application and validation of registration framework for real-time atlas guided biopsy. ISBI 2008: 1175-1178 - [c64]Kayhan N. Batmanghelich, Xiaoying Wu, Evangelia I. Zacharaki, Clyde E. Markowitz, Christos Davatzikos, Ragini Verma:
Multiparametric tissue abnormality characterization using manifold regularization. Computer-Aided Diagnosis 2008: 691516 - [c63]Evangelia I. Zacharaki, Stathis Kanterakis, R. Nick Bryan, Christos Davatzikos:
Measuring Brain Lesion Progression with a Supervised Tissue Classification System. MICCAI (1) 2008: 620-627 - [c62]Jinzhong Yang, Dinggang Shen, Christos Davatzikos, Ragini Verma:
Diffusion Tensor Image Registration Using Tensor Geometry and Orientation Features. MICCAI (2) 2008: 905-913 - [c61]Sajjad Baloch, Christos Davatzikos:
Anatomical equivalence class based complete morphological descriptor for robust image analysis and abnormality detection. Image-Guided Procedures 2008: 691805 - [c60]Yong Fan, Susan M. Resnick, Christos Davatzikos:
Feature selection and classification of multiparametric medical images using bagging and SVM. Image Processing 2008: 69140Q - [c59]Jinzhong Yang, Dinggang Shen, Chandan Misra, Xiaoying Wu, Susan M. Resnick, Christos Davatzikos, Ragini Verma:
Spatial normalization of diffusion tensor images based on anisotropic segmentation. Image Processing 2008: 69140L - [c58]Evangelia I. Zacharaki, Cosmina S. Hogea, Dinggang Shen, George Biros, Christos Davatzikos:
Parallel optimization of tumor model parameters for fast registration of brain tumor images. Image Processing 2008: 69140K - [c57]Ramkrishnan Narayanan, Dinggang Shen, Christos Davatzikos, E. David Crawford, Albaha Barqawi, Priya N. Werahera, Dinesh K. Kumar, Jasjit S. Suri:
3-D statistical cancer atlas-based targeting of prostate biopsy using ultrasound image guidance. Image Processing 2008: 69142X - 2007
- [j41]Brian S. Schwartz, Sining Chen, Brian Caffo, Walter F. Stewart, Karen I. Bolla, David M. Yousem, Christos Davatzikos:
Relations of brain volumes with cognitive function in males 45 years and older with past lead exposure. NeuroImage 37(2): 633-641 (2007) - [j40]Yong Fan, Dinggang Shen, Ruben C. Gur, Raquel E. Gur, Christos Davatzikos:
COMPARE: Classification of Morphological Patterns Using Adaptive Regional Elements. IEEE Trans. Medical Imaging 26(1): 93-105 (2007) - [j39]Sokratis Makrogiannis, Ragini Verma, Christos Davatzikos:
Anatomical Equivalence Class: A Morphological Analysis Framework Using a Lossless Shape Descriptor. IEEE Trans. Medical Imaging 26(4): 619-631 (2007) - [j38]Ragini Verma, Parmeshwar Khurd, Christos Davatzikos:
On Analyzing Diffusion Tensor Images by Identifying Manifold Structure Using Isomaps. IEEE Trans. Medical Imaging 26(6): 772-778 (2007) - [j37]Yiqiang Zhan, Dinggang Shen, Jianchao Zeng, Leon Sun, Gabor Fichtinger, Judd W. Moul, Christos Davatzikos:
Targeted Prostate Biopsy Using Statistical Image Analysis. IEEE Trans. Medical Imaging 26(6): 779-788 (2007) - [c56]Parmeshwar Khurd, Sajjad Baloch, Ruben C. Gur, Christos Davatzikos, Ragini Verma:
Manifold Learning Techniques in Image Analysis of High-dimensional Diffusion Tensor Magnetic Resonance Images. CVPR 2007 - [c55]Parmeshwar Khurd, Ragini Verma, Christos Davatzikos:
Kernel-Based Manifold Learning for Statistical Analysis of Diffusion Tensor Images. IPMI 2007: 581-593 - [c54]Sajjad Baloch, Ragini Verma, Christos Davatzikos:
An Anatomical Equivalence Class Based Joint Transformation-Residual Descriptor for Morphological Analysis. IPMI 2007: 594-606 - [c53]Hongmin Cai, Ragini Verma, Yangming Ou, Seung-Koo Lee, Elias R. Melhem, Christos Davatzikos:
Probabilistic Segmentation of Brain Tumors Based on Multi-Modality Magnetic Resonance Images. ISBI 2007: 600-603 - [c52]Cosmina Hogea, Christos Davatzikos, George Biros:
Modeling Glioma Growth and Mass Effect in 3D MR Images of the Brain. MICCAI (1) 2007: 642-650 - [c51]Hari Sundar, Dinggang Shen, George Biros, Chenyang Xu, Christos Davatzikos:
Robust Computation of Mutual Information Using Spatially Adaptive Meshes. MICCAI (1) 2007: 950-958 - [c50]Hari Sundar, Rahul S. Sampath, Santi S. Adavani, Christos Davatzikos, George Biros:
Low-constant parallel algorithms for finite element simulations using linear octrees. SC 2007: 25 - 2006
- [j36]Zhong Xue, Dinggang Shen, Christos Davatzikos:
Statistical representation of high-dimensional deformation fields with application to statistically constrained 3D warping. Medical Image Anal. 10(5): 740-751 (2006) - [j35]Ashraf Mohamed, Evangelia I. Zacharaki, Dinggang Shen, Christos Davatzikos:
Deformable registration of brain tumor images via a statistical model of tumor-induced deformation. Medical Image Anal. 10(5): 752-763 (2006) - [j34]Zhong Xue, Dinggang Shen, Christos Davatzikos:
CLASSIC: Consistent Longitudinal Alignment and Segmentation for Serial Image Computing. NeuroImage 30(2): 388-399 (2006) - [j33]Zhong Xue, Dinggang Shen, Bilge Karaçali, Joshua Stern, David A. Rottenberg, Christos Davatzikos:
Simulating deformations of MR brain images for validation of atlas-based segmentation and registration algorithms. NeuroImage 33(3): 855-866 (2006) - [j32]Bilge Karaçali, Christos Davatzikos:
Simulation of tissue atrophy using a topology preserving transformation model. IEEE Trans. Medical Imaging 25(5): 649-652 (2006) - [c49]Parmeshwar Khurd, Ragini Verma, Christos Davatzikos:
On Characterizing and Analyzing Diffusion Tensor Images by Learning their Underlying Manifold Structure. CVPR Workshops 2006: 61 - [c48]Zhong Xue, Dinggang Shen, Christos Davatzikos:
Statistically-Constrained High-Dimensional Warping Using Wavelet-Based Priors. CVPR Workshops 2006: 71 - [c47]Sokratis Makrogiannis, Ragini Verma, Bilge Karaçali, Christos Davatzikos:
A Joint Transformation and Residual Image Descriptor for Morphometric Image Analysis using an Equivalence Class Formulation. CVPR Workshops 2006: 74 - [c46]Yong Fan, Dinggang Shen, Christos Davatzikos:
Detecting Cognitive States from fMRI Images by Machine Learning and Multivariate Classification. CVPR Workshops 2006: 89 - [c45]Yong Fan, Hengyi Rao, Joan M. Giannetta, Hallam Hurt, Jiongjiong Wang, Christos Davatzikos, Dinggang Shen:
Diagnosis of Brain Abnormality Using both Structural and Functional MR Images. EMBC 2006: 1044-1047 - [c44]Yong Fan, Hengyi Rao, Joan M. Giannetta, Hallam Hurt, Jiongjiong Wang, Christos Davatzikos, Dinggang Shen:
Diagnosis of Brain Abnormality Using both Structural and Functional MR Images. EMBC (Supplement) 2006: 6585-6588 - [c43]Hari Sundar, Dinggang Shen, George Biros, Harold Litt, Christos Davatzikos:
Estimating myocardial fiber orientations by template warping. ISBI 2006: 73-76 - [c42]Evangelia I. Zacharaki, Dinggang Shen, Ashraf Mohamed, Christos Davatzikos:
Registration of brain images with tumors: towards the construction of statistical atlases for therapy planning. ISBI 2006: 197-200 - [c41]Zhiqiang Lao, Dinggang Shen, Abbas Jawad, Bilge Karaçali, Dengfeng Liu, Elias R. Melhem, R. Nick Bryan, Christos Davatzikos:
Automated segmentation of white matter lesions in 3D brain MR images, using multivariate pattern classification. ISBI 2006: 307-310 - [c40]Christos Davatzikos, Feby Abraham, George Biros, Ragini Verma:
Correspondence detection in diffusion tensor images. ISBI 2006: 646-649 - [c39]Ragini Verma, Christos Davatzikos:
Manifold based analysis of diffusion tensor images using isomaps. ISBI 2006: 790-793 - [c38]Yiqiang Zhan, Michael D. Feldman, John Tomaszewski, Christos Davatzikos, Dinggang Shen:
Registering Histological and MR Images of Prostate for Image-Based Cancer Detection. MICCAI (2) 2006: 620-628 - [c37]Hari Sundar, Ali Khamene, Chenyang Xu, Frank Sauer, Christos Davatzikos:
A novel 2D-3D registration algorithm for aligning fluoro images with 3D pre-op CT/MR images. Image-Guided Procedures 2006: 61412K - 2005
- [j31]Christos Davatzikos, Kosha Ruparel, Yong Fan, Dinggang Shen, M. Acharyya, James Loughead, Ruben C. Gur, Daniel D. Langleben:
Classifying spatial patterns of brain activity with machine learning methods: Application to lie detection. NeuroImage 28(3): 663-668 (2005) - [j30]Ragini Verma, Susumu Mori, Dinggang Shen, Paul Yarowsky, Jiangyang Zhang, Christos Davatzikos:
Spatiotemporal maturation patterns of murine brain quantified by diffusion tensor MRI and deformation-based morphometry. Proc. Natl. Acad. Sci. USA 102(19): 6978-6983 (2005) - [c36]Zhong Xue, Dinggang Shen, Christos Davatzikos:
CLASSIC: Consistent Longitudinal Alignment and Segmentation for Serial Image Computing. IPMI 2005: 101-113 - [c35]Yong Fan, Dinggang Shen, Christos Davatzikos:
Classification of Structural Images via High-Dimensional Image Warping, Robust Feature Extraction, and SVM. MICCAI 2005: 1-8 - [c34]Ashraf Mohamed, Dinggang Shen, Christos Davatzikos:
Deformable Registration of Brain Tumor Images Via a Statistical Model of Tumor-Induced Deformation. MICCAI (2) 2005: 263-270 - [c33]Ashraf Mohamed, Christos Davatzikos:
Finite Element Modeling of Brain Tumor Mass-Effect from 3D Medical Images. MICCAI 2005: 400-408 - [c32]Zhong Xue, Dinggang Shen, Bilge Karaçali, Christos Davatzikos:
Statistical Representation and Simulation of High-Dimensional Deformations: Application to Synthesizing Brain Deformations. MICCAI (2) 2005: 500-508 - [c31]Xiaodong Tao, Christos Davatzikos, Jerry L. Prince:
Using the Fast Marching Method to Extract Curves with Given Global Properties. MICCAI (2) 2005: 870-877 - 2004
- [j29]Dinggang Shen, Zhiqiang Lao, Jianchao Zeng, Wei Zhang, Isabell A. Sesterhenn, Leon Sun, Judd W. Moul, Edward Herskovits, Gabor Fichtinger, Christos Davatzikos:
Optimized prostate biopsy via a statistical atlas of cancer spatial distribution. Medical Image Anal. 8(2): 139-150 (2004) - [j28]Zhiqiang Lao, Dinggang Shen, Zhong Xue, Bilge Karaçali, Susan M. Resnick, Christos Davatzikos:
Morphological classification of brains via high-dimensional shape transformations and machine learning methods. NeuroImage 21(1): 46-57 (2004) - [j27]Dinggang Shen, Christos Davatzikos:
Measuring temporal morphological changes robustly in brain MR images via 4-dimensional template warping. NeuroImage 21(4): 1508-1517 (2004) - [j26]Tianming Liu, Dinggang Shen, Christos Davatzikos:
Deformable registration of cortical structures via hybrid volumetric and surface warping. NeuroImage 22(4): 1790-1801 (2004) - [j25]Christos Davatzikos:
Why voxel-based morphometric analysis should be used with great caution when characterizing group differences. NeuroImage 23(1): 17-20 (2004) - [j24]Dinggang Shen, Dengfeng Liu, Hong Liu, Liv S. Clasen, Jay N. Giedd, Christos Davatzikos:
Automated morphometric study of brain variation in XXY males. NeuroImage 23(2): 648-653 (2004) - [j23]Edward Herskovits, Hanchuan Peng, Christos Davatzikos:
A Bayesian morphometry algorithm. IEEE Trans. Medical Imaging 23(6): 723-737 (2004) - [j22]Bilge Karaçali, Christos Davatzikos:
Estimating topology preserving and smooth displacement fields. IEEE Trans. Medical Imaging 23(7): 868-880 (2004) - [j21]Zhong Xue, Dinggang Shen, Christos Davatzikos:
Determining correspondence in 3-D MR brain images using attribute vectors as morphological signatures of voxels. IEEE Trans. Medical Imaging 23(10): 1276-1291 (2004) - [c30]Ragini Verma, Christos Davatzikos:
Matching of Diffusion Tensor Images using Gabor Features. ISBI 2004: 396-399 - [c29]Ashraf Mohamed, Christos Davatzikos:
Finite Element Mesh Generation and Remeshing from Segmented Medical Images. ISBI 2004: 420-423 - [c28]Christos Davatzikos, Dinggang Shen, Zhiqiang Lao, Zhong Xue, Bilge Karaçali:
Morphological Classification of Medical Images using Nonlinear Support Vector Machines. ISBI 2004: 587-590 - [c27]Xiaodong Tao, Jerry L. Prince, Christos Davatzikos:
An Automated Method for Finding Curves of Sulcal Fundi On Human Cortical Surfaces. ISBI 2004: 1271-1274 - [c26]Tianming Liu, Dinggang Shen, Christos Davatzikos:
Predictive Modeling of Anatomic Structures Using Canonical Correlation Analysis. ISBI 2004: 1279-1282 - [c25]Ashraf Mohamed, Christos Davatzikos:
Shape Representation via Best Orthogonal Basis Selection. MICCAI (1) 2004: 225-233 - [c24]Tianming Liu, Dinggang Shen, Christos Davatzikos:
Deformable Registration of Tumor-Diseased Brain Images. MICCAI (1) 2004: 720-728 - 2003
- [j20]Dinggang Shen, Christos Davatzikos:
Very High-Resolution Morphometry Using Mass-Preserving Deformations and HAMMER Elastic Registration. NeuroImage 18(1): 28-41 (2003) - [j19]Christos Davatzikos, Xiaodong Tao, Dinggang Shen:
Hierarchical Active Shape Models, Using the Wavelet Transform. IEEE Trans. Medical Imaging 22(3): 414-423 (2003) - [j18]Dinggang Shen, Yiqiang Zhan, Christos Davatzikos:
Segmentation of Prostate Boundaries from Ultrasound Images Using Statistical Shape Model. IEEE Trans. Medical Imaging 22(4): 539-551 (2003) - [c23]Bilge Karaçali, Christos Davatzikos:
Topology Preservation and Regularity in Estimated Deformation Fields. IPMI 2003: 426-437 - [c22]Zhong Xue, Dinggang Shen, Christos Davatzikos:
Correspondence Detection Using Wavelet-Based Attribute Vectors. MICCAI (2) 2003: 762-770 - [c21]Tianming Liu, Dinggang Shen, Christos Davatzikos:
Deformable Registration of Cortical Structures via Hybrid Volumetric and Surface Warping. MICCAI (2) 2003: 780-787 - [c20]Kirsten Judith Behnke, Maryam E. Rettmann, Dzung L. Pham, Dinggang Shen, Susan M. Resnick, Christos Davatzikos, Jerry L. Prince:
Automatic classification of sulcal regions of the human brain cortex using pattern recognition. Image Processing 2003 - 2002
- [j17]Dinggang Shen, Scott Moffat, Susan M. Resnick, Christos Davatzikos:
Measuring Size and Shape of the Hippocampus in MR Images Using a Deformable Shape Model. NeuroImage 15(2): 422-434 (2002) - [j16]Dongrong Xu, Susumu Mori, Meiyappan Solaiyappan, Peter C. M. van Zijl, Christos Davatzikos:
A Framework for Callosal Fiber Distribution Analysis. NeuroImage 17(3): 1131-1143 (2002) - [j15]Xiaodong Tao, Jerry L. Prince, Christos Davatzikos:
Using a Statistical Shape Model to Extract Sulcal Curves on the Outer Cortex of the Human Brain. IEEE Trans. Medical Imaging 21(5): 513-524 (2002) - [j14]Dinggang Shen, Christos Davatzikos:
HAMMER: Heirarchical Attribute Matching Mechanism for Elastic Registration. IEEE Trans. Medical Imaging 21(8) (2002) - [j13]Dinggang Shen, Christos Davatzikos:
HAMMER: Heirarchical Attribute Matching Mechanism for Elastic Registration. IEEE Trans. Medical Imaging 21(11): 1421-1439 (2002) - [c19]Songyang Yu, Dzung L. Pham, Dinggang Shen, Edward Herskovits, Susan M. Resnick, Christos Davatzikos:
Automatic segmentation of white matter lesions in T1-weighted brain MR images. ISBI 2002: 253-256 - [c18]Dongrong Xu, Susumu Mori, Dinggang Shen, Christos Davatzikos:
Statistically-based reorientation of diffusion tensor field. ISBI 2002: 757-760 - [c17]Zhiqiang Lao, Dinggang Shen, Christos Davatzikos:
Statistical shape model for automatic skull-stripping of brain images. ISBI 2002: 855-858 - [c16]Hanchuan Peng, Edward Herskovits, Christos Davatzikos:
Bayesian clustering methods for morphological analysis of MR images. ISBI 2002: 875-878 - [c15]Ashraf Mohamed, Christos Davatzikos, Russell H. Taylor:
A Combined Statistical and Biomechanical Model for Estimation of Intra-operative Prostate Deformation. MICCAI (2) 2002: 452-460 - 2001
- [j12]Christos Davatzikos, Max A. Viergever:
Measuring biological shape using geometry-based shape transformations. Image Vis. Comput. 19(1-2): 63-74 (2001) - [j11]Christos Davatzikos, Ahmet Genc, Dongrong Xu, Susan M. Resnick:
Voxel-Based Morphometry Using the RAVENS Maps: Methods and Validation Using Simulated Longitudinal Atrophy. NeuroImage 14(6): 1361-1369 (2001) - [j10]Dinggang Shen, Edward Herskovits, Christos Davatzikos:
An Adaptive-Focus Statistical Shape Model for Segmentation and Shape Modeling of 3D Brain Structures. IEEE Trans. Medical Imaging 20(4): 257-270 (2001) - [j9]Christos Davatzikos, Dinggang Shen, Ashraf Mohamed, Stelios K. Kyriacou:
A Framework for Predictive Modeling of Anatomical Deformations. IEEE Trans. Medical Imaging 20(8): 836-843 (2001) - [c14]Dinggang Shen, Zhiqiang Lao, Edward Herskovits, Gabor Fichtinger, Christos Davatzikos, Jianchao Zeng:
Statistically Optimized Biopsy Strategy for the Diagnosis of Prostate Cancer. CBMS 2001: 433-438 - [c13]Xiaodong Tao, Xiao Han, Maryam E. Rettmann, Jerry L. Prince, Christos Davatzikos:
Statistical Study on Cortical Sulci of Human Brains. IPMI 2001: 475-487 - [c12]Dinggang Shen, Zhiqiang Lao, Jianchao Zeng, Edward Herskovits, Gabor Fichtinger, Christos Davatzikos:
A Statistical Atlas of Prostate Cancer for Optimal Biopsy. MICCAI 2001: 416-424 - 2000
- [j8]Dinggang Shen, Christos Davatzikos:
An Adaptive-Focus Deformable Model Using Statistical and Geometric Information. IEEE Trans. Pattern Anal. Mach. Intell. 22(8): 906-913 (2000) - [c11]Dinggang Shen, Christos Davatzikos:
Adaptive-Focus Statistical Shape Model for Segmentation of 3D MR Structures. MICCAI 2000: 206-215 - [c10]Stelios K. Kyriacou, Dinggang Shen, Christos Davatzikos:
A Framework for Predictive Modeling of Intra-operative Deformations: A Simulation-Based Study. MICCAI 2000: 634-642
1990 – 1999
- 1999
- [j7]Christos Davatzikos, Jerry L. Prince:
Convexity analysis of active contour problems. Image Vis. Comput. 17(1): 27-36 (1999) - [j6]Stelios K. Kyriacou, Christos Davatzikos, S. James Zinreich, R. Nick Bryan:
Nonlinear elastic registration of brain images with tumor pathology using a biomechanical model [MRI]. IEEE Trans. Medical Imaging 18(7): 580-592 (1999) - [c9]Marc Vaillant, Christos Davatzikos:
Hierarchical Matching of Cortical Features for Deformable Brain Image Registration. IPMI 1999: 182-195 - [c8]Vasileios Megalooikonomou, Christos Davatzikos, Edward Herskovits:
Mining Lesion-Deficit Associations in a Brain Image Database. KDD 1999: 347-351 - 1998
- [c7]Stelios K. Kyriacou, Christos Davatzikos:
A Biomechanical Model of Soft Tissue Deformation, with Applications to Non-rigid Registration of Brain Images with Tumor Pathology. MICCAI 1998: 531-538 - 1997
- [j5]Christos Davatzikos:
Spatial Transformation and Registration of Brain Images Using Elastically Deformable Models. Comput. Vis. Image Underst. 66(2): 207-222 (1997) - [j4]Marc Vaillant, Christos Davatzikos:
Finding parametric representations of the cortical sulci using an active contour model. Medical Image Anal. 1(4): 295-315 (1997) - [c6]Marc Vaillant, Christos Davatzikos, Russell H. Taylor, R. Nick Bryan:
A path-planning algorithm for image-guided neurosurgery. CVRMed 1997: 467-476 - [c5]Marc Vaillant, Christos Davatzikos:
Mapping the Cerebral Sulci: Application to Morphological Analysis of the Cortex and to Non-rigid Registration. IPMI 1997: 141-154 - 1996
- [j3]Christos Davatzikos, Jerry L. Prince, R. Nick Bryan:
Image registration based on boundary mapping. IEEE Trans. Medical Imaging 15(1): 112-115 (1996) - [j2]Christos Davatzikos, R. Nick Bryan:
Using a deformable surface model to obtain a shape representation of the cortex. IEEE Trans. Medical Imaging 15(6): 785-795 (1996) - [c4]Christos Davatzikos, Jerry L. Prince:
Convexity Analysis of Active Contour Problems. CVPR 1996: 674-679 - [c3]Christos Davatzikos, Marc Vaillant, Susan M. Resnick, Jerry L. Prince, Stanley Letovsky, R. Nick Bryan:
Morphological Analysis of Brain Structures Using Spatial Normalization. VBC 1996: 355-360 - 1995
- [j1]Christos Davatzikos, Jerry L. Prince:
An active contour model for mapping the cortex. IEEE Trans. Medical Imaging 14(1): 65-80 (1995) - 1993
- [c2]Christos Davatzikos, Jerry L. Prince:
Adaptive active contour algorithms for extracting and mapping thick curves. CVPR 1993: 524-529 - 1992
- [c1]Christos Davatzikos, Jerry L. Prince:
Segmentation and mapping of highly convoluted contours with applications to medical images. ICASSP 1992: 569-572
Coauthor Index
[j53] [j50] [j49] [c75] [j42] [c67] [c65] [c62] [c59] [c58] [c57] [j40] [j37] [c51] [j36] [j35] [j34] [j33] [c48] [c46] [c45] [c44] [c43] [c42] [c41] [c38] [j31] [j30] [c36] [c35] [c34] [c32] [j29] [j28] [j27] [j26] [j24] [j21] [c28] [c26] [c24] [j20] [j19] [j18] [c22] [c21] [c20] [j17] [j14] [j13] [c19] [c18] [c17] [j10] [j9] [c14] [c12] [j8] [c11] [c10]
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