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Jerry L. Prince
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- affiliation: Johns Hopkins University, USA
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2020 – today
- 2023
- [i29]Chang Yan, Muhan Shao, Zhangxing Bian, Anqi Feng, Yuan Xue, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince:
Segmenting thalamic nuclei from manifold projections of multi-contrast MRI. CoRR abs/2301.06114 (2023) - [i28]Zhangxing Bian, Fangxu Xing, Jinglun Yu, Muhan Shao, Yihao Liu, Aaron Carass, Jonghye Woo, Jerry L. Prince:
Deep Unsupervised Phase-based 3D Incompressible Motion Estimation in Tagged-MRI. CoRR abs/2301.07234 (2023) - [i27]Lianrui Zuo, Yuan Xue, Blake E. Dewey, Yihao Liu, Jerry L. Prince, Aaron Carass:
A latent space for unsupervised MR image quality control via artifact assessment. CoRR abs/2302.00528 (2023) - [i26]Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Synthesizing audio from tongue motion during speech using tagged MRI via transformer. CoRR abs/2302.07203 (2023) - 2022
- [j114]Yihao Liu
, Aaron Carass
, Lianrui Zuo, Yufan He, Shuo Han
, Lorenzo Gregori, Sean Murray, Rohit Mishra, Jianqin Lei
, Peter A. Calabresi
, Shiv Saidha, Jerry L. Prince
:
Disentangled Representation Learning for OCTA Vessel Segmentation With Limited Training Data. IEEE Trans. Medical Imaging 41(12): 3686-3698 (2022) - [c252]Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jerry L. Prince, Jangwon Kim, Georges El Fakhri, Jonghye Woo:
Cmri2spec: Cine MRI Sequence to Spectrogram Synthesis via A Pairwise Heterogeneous Translator. ICASSP 2022: 1481-1485 - [c251]Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, Jerry L. Prince, Aaron Carass:
Disentangling a Single MR Modality. DALI@MICCAI 2022: 54-63 - [c250]Yuan Xue, Blake E. Dewey, Lianrui Zuo, Shuo Han, Aaron Carass, Peiyu Duan, Samuel W. Remedios, Dzung L. Pham, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Bi-directional Synthesis of Pre- and Post-contrast MRI via Guided Feature Disentanglement. SASHIMI@MICCAI 2022: 55-65 - [c249]Yihao Liu, Lianrui Zuo, Shuo Han, Yuan Xue, Jerry L. Prince, Aaron Carass:
Coordinate Translator for Learning Deformable Medical Image Registration. MMMI@MICCAI 2022: 98-109 - [c248]Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Jiachen Zhuo, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator. MICCAI (6) 2022: 376-386 - [c247]Samuel W. Remedios, Shuo Han, Yuan Xue
, Aaron Carass, Trac D. Tran, Dzung L. Pham, Jerry L. Prince:
Deep Filter Bank Regression for Super-Resolution of Anisotropic MR Brain Images. MICCAI (6) 2022: 613-622 - [i25]Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Structure-aware Unsupervised Tagged-to-Cine MRI Synthesis with Self Disentanglement. CoRR abs/2202.12474 (2022) - [i24]Yihao Liu, Lianrui Zuo, Shuo Han, Jerry L. Prince, Aaron Carass:
Coordinate Translator for Learning Deformable Medical Image Registration. CoRR abs/2203.03626 (2022) - [i23]Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, Jerry L. Prince, Aaron Carass:
Disentangling A Single MR Modality. CoRR abs/2205.04982 (2022) - [i22]Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Jiachen Zhuo, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator. CoRR abs/2206.02284 (2022) - [i21]Samuel W. Remedios, Shuo Han, Yuan Xue, Aaron Carass, Trac D. Tran, Dzung L. Pham, Jerry L. Prince:
Deep filter bank regression for super-resolution of anisotropic MR brain images. CoRR abs/2209.02611 (2022) - [i20]Lianrui Zuo, Yihao Liu, Yuan Xue, Blake E. Dewey, Murat Bilgel, Ellen M. Mowry, Scott D. Newsome, Peter A. Calabresi, Susan M. Resnick, Jerry L. Prince, Aaron Carass:
HACA3: A Unified Approach for Multi-site MR Image Harmonization. CoRR abs/2212.06065 (2022) - 2021
- [j113]Yufan He, Aaron Carass, Yihao Liu, Bruno M. Jedynak
, Sharon D. Solomon, Shiv Saidha
, Peter A. Calabresi
, Jerry L. Prince:
Structured layer surface segmentation for retina OCT using fully convolutional regression networks. Medical Image Anal. 68: 101856 (2021) - [j112]Jonghye Woo, Fangxu Xing, Jerry L. Prince, Maureen Stone, Arnold D. Gomez
, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri:
A deep joint sparse non-negative matrix factorization framework for identifying the common and subject-specific functional units of tongue motion during speech. Medical Image Anal. 72: 102131 (2021) - [j111]Yufan He, Aaron Carass, Lianrui Zuo, Blake E. Dewey, Jerry L. Prince:
Autoencoder based self-supervised test-time adaptation for medical image analysis. Medical Image Anal. 72: 102136 (2021) - [j110]Lianrui Zuo, Blake E. Dewey, Yihao Liu, Yufan He, Scott D. Newsome, Ellen M. Mowry, Susan M. Resnick, Jerry L. Prince, Aaron Carass:
Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory. NeuroImage 243: 118569 (2021) - [j109]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) - [j108]Can Zhao
, Blake E. Dewey
, Dzung L. Pham, Peter A. Calabresi, Daniel S. Reich, Jerry L. Prince
:
SMORE: A Self-Supervised Anti-Aliasing and Super-Resolution Algorithm for MRI Using Deep Learning. IEEE Trans. Medical Imaging 40(3): 805-817 (2021) - [c246]Shuo Han
, Samuel Remedios
, Aaron Carass
, Michael Schär
, Jerry L. Prince
:
MR Slice Profile Estimation by Learning to Match Internal Patch Distributions. IPMI 2021: 108-119 - [c245]Lianrui Zuo
, Blake E. Dewey
, Aaron Carass
, Yihao Liu
, Yufan He
, Peter A. Calabresi
, Jerry L. Prince
:
Information-Based Disentangled Representation Learning for Unsupervised MR Harmonization. IPMI 2021: 346-359 - [c244]Shuo Han, Aaron Carass, Michael Schär, Peter A. Calabresi, Jerry L. Prince:
Slice Profile Estimation From 2D MRI Acquisition Using Generative Adversarial Networks. ISBI 2021: 145-149 - [c243]Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Aaron Carass, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Dual-Cycle Constrained Bijective Vae-Gan For Tagged-To-Cine Magnetic Resonance Image Synthesis. ISBI 2021: 1448-1452 - [c242]Samuel W. Remedios, Shuo Han, Blake E. Dewey, Dzung L. Pham, Jerry L. Prince, Aaron Carass:
Joint Image and Label Self-super-Resolution. SASHIMI@MICCAI 2021: 14-23 - [c241]Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Timothy G. Reese, Jerry L. Prince, Georges El Fakhri, Jonghye Woo:
Generative Self-training for Cross-Domain Unsupervised Tagged-to-Cine MRI Synthesis. MICCAI (3) 2021: 138-148 - [c240]Jacob C. Reinhold, Aaron Carass, Jerry L. Prince:
A Structural Causal Model for MR Images of Multiple Sclerosis. MICCAI (5) 2021: 782-792 - [i19]Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Aaron Carass, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Dual-cycle Constrained Bijective VAE-GAN For Tagged-to-Cine Magnetic Resonance Image Synthesis. CoRR abs/2101.05439 (2021) - [i18]Jacob C. Reinhold, Aaron Carass, Jerry L. Prince:
A Structural Causal Model for MR Images of Multiple Sclerosis. CoRR abs/2103.03158 (2021) - [i17]Lianrui Zuo, Blake E. Dewey, Aaron Carass, Yihao Liu, Yufan He, Peter A. Calabresi, Jerry L. Prince:
Information-based Disentangled Representation Learning for Unsupervised MR Harmonization. CoRR abs/2103.13283 (2021) - [i16]Shuo Han, Samuel Remedios, Aaron Carass, Michael Schär, Jerry L. Prince:
MR Slice Profile Estimation by Learning to Match Internal Patch Distributions. CoRR abs/2104.00100 (2021) - [i15]Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Timothy G. Reese, Jerry L. Prince, Georges El Fakhri, Jonghye Woo:
Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis. CoRR abs/2106.12499 (2021) - 2020
- [j107]Shuo Han, Aaron Carass, Yufan He, Jerry L. Prince:
Automatic cerebellum anatomical parcellation using U-Net with locally constrained optimization. NeuroImage 218: 116819 (2020) - [j106]Shuo Han, Yang An, Aaron Carass
, Jerry L. Prince, Susan M. Resnick:
Longitudinal analysis of regional cerebellum volumes during normal aging. NeuroImage 220: 117062 (2020) - [j105]Heran Yang
, Jian Sun
, Aaron Carass
, Can Zhao
, Junghoon Lee
, Jerry L. Prince
, Zongben Xu:
Unsupervised MR-to-CT Synthesis Using Structure-Constrained CycleGAN. IEEE Trans. Medical Imaging 39(12): 4249-4261 (2020) - [c239]Jacob C. Reinhold, Yufan He, Shizhong Han, Yunqiang Chen, Dashan Gao, Junghoon Lee, Jerry L. Prince, Aaron Carass:
Validating Uncertainty in Medical Image Translation. ISBI 2020: 95-98 - [c238]Lianrui Zuo, Blake E. Dewey, Aaron Carass, Yufan He, Muhan Shao, Jacob C. Reinhold, Jerry L. Prince:
Synthesizing Realistic Brain MR Images with Noise Control. SASHIMI@MICCAI 2020: 21-31 - [c237]Shuo Han, Jerry L. Prince, Aaron Carass:
Inhomogeneity Correction in Magnetic Resonance Images Using Deep Image Priors. MLMI@MICCAI 2020: 404-413 - [c236]Yufan He, Aaron Carass, Lianrui Zuo, Blake E. Dewey, Jerry L. Prince:
Self Domain Adapted Network. MICCAI (1) 2020: 437-446 - [c235]Blake E. Dewey, Lianrui Zuo, Aaron Carass, Yufan He, Yihao Liu, Ellen M. Mowry, Scott D. Newsome, Jiwon Oh, Peter A. Calabresi, Jerry L. Prince:
A Disentangled Latent Space for Cross-Site MRI Harmonization. MICCAI (7) 2020: 720-729 - [c234]Yihao Liu, Lianrui Zuo, Aaron Carass, Yufan He, Angeliki Filippatou, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Variational intensity cross channel encoder for unsupervised vessel segmentation on OCT angiography. Medical Imaging: Image Processing 2020: 113130Y - [c233]Jacob C. Reinhold, Yufan He, Shizhong Han, Yunqiang Chen, Dashan Gao, Junghoon Lee, Jerry L. Prince, Aaron Carass:
Finding novelty with uncertainty. Medical Imaging: Image Processing 2020: 113130H - [c232]Jonghye Woo, Fangxu Xing, Jerry L. Prince, Maureen Stone, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri:
Identifying the common and subject-specific functional units of speech movements via a joint sparse non-negative matrix factorization framework. Medical Imaging: Image Processing 2020: 113131S - [c231]Yufan He, Aaron Carass, Yihao Liu, Angeliki Filippatou, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Segmenting retinal OCT images with inter-B-scan and longitudinal information. Medical Imaging: Image Processing 2020: 113133C - [c230]Yufan He, Aaron Carass, Yihao Liu, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Adversarial domain adaptation for multi-device retinal OCT segmentation. Medical Imaging: Image Processing 2020: 1131309 - [c229]Shuo Han, Jerry L. Prince, Aaron Carass:
Reflection-equivariant convolutional neural networks improve segmentation over reflection augmentation. Medical Imaging: Image Processing 2020: 1131337 - [i14]Jacob C. Reinhold, Yufan He, Shizhong Han, Yunqiang Chen, Dashan Gao, Junghoon Lee, Jerry L. Prince, Aaron Carass:
Finding novelty with uncertainty. CoRR abs/2002.04626 (2020) - [i13]Jacob C. Reinhold, Yufan He, Shizhong Han, Yunqiang Chen, Dashan Gao, Junghoon Lee, Jerry L. Prince, Aaron Carass:
Validating uncertainty in medical image translation. CoRR abs/2002.04639 (2020) - [i12]Yufan He, Aaron Carass, Lianrui Zuo, Blake E. Dewey, Jerry L. Prince:
Self domain adapted network. CoRR abs/2007.03162 (2020) - [i11]Jonghye Woo, Fangxu Xing, Jerry L. Prince, Maureen Stone, Arnold D. Gomez, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri:
A Deep Joint Sparse Non-negative Matrix Factorization Framework for Identifying the Common and Subject-specific Functional Units of Tongue Motion During Speech. CoRR abs/2007.04865 (2020) - [i10]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)
2010 – 2019
- 2019
- [j104]Jonghye Woo, Fangxu Xing
, Maureen Stone, Jordan R. Green
, Timothy G. Reese, Thomas J. Brady, Van J. Wedeen, Jerry L. Prince, Georges El Fakhri:
Speech Map: a statistical multimodal atlas of 4D tongue motion during speech from tagged and cine MR images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 7(4): 361-373 (2019) - [j103]Arnold D. Gomez
, Andrew K. Knutsen, Fangxu Xing
, Yuan-Chiao Lu, Deva Chan
, Dzung L. Pham, Philip V. Bayly, Jerry L. Prince
:
3-D Measurements of Acceleration-Induced Brain Deformation via Harmonic Phase Analysis and Finite-Element Models. IEEE Trans. Biomed. Eng. 66(5): 1456-1467 (2019) - [j102]Jonghye Woo
, Jerry L. Prince
, Maureen Stone, Fangxu Xing
, Arnold D. Gomez
, Jordan R. Green, Christopher J. Hartnick, Thomas J. Brady, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri:
A Sparse Non-Negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior From MRI. IEEE Trans. Medical Imaging 38(3): 730-740 (2019) - [c228]Yihao Liu, Aaron Carass, Angeliki Filippatou, Yufan He, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Projection Artifact Suppression For Inner Retina In Oct Angiography. ISBI 2019: 592-596 - [c227]Hans E. Atlason, Muhan Shao, Vidar Robertsson, Sigurdur Sigurdsson, Vilmundur Gudnason, Jerry L. Prince, Lotta Maria Ellingsen
:
Large-scale parcellation of the ventricular system using convolutional neural networks. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109530N - [c226]Yufan He, Aaron Carass, Yihao Liu, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Fully Convolutional Boundary Regression for Retina OCT Segmentation. MICCAI (1) 2019: 120-128 - [c225]Can Zhao, Seoyoung Son, Yongsoo Kim
, Jerry L. Prince:
iSMORE: An Iterative Self Super-Resolution Algorithm. SASHIMI@MICCAI 2019: 130-139 - [c224]Shuo Han, Aaron Carass, Jerry L. Prince:
Hierarchical Parcellation of the Cerebellum. MICCAI (3) 2019: 484-491 - [c223]Shuo Han, Yufan He, Aaron Carass, Sarah H. Ying, Jerry L. Prince:
Cerebellum parcellation with convolutional neural networks. Medical Imaging: Image Processing 2019: 109490K - [c222]Lianrui Zuo, Shuo Han, Aaron Carass, Sarah H. Ying, Chiadikaobi U. Onyike, Jerry L. Prince:
Automatic quality control using hierarchical shape analysis for cerebellum parcellation. Medical Imaging: Image Processing 2019: 109490J - [c221]Jacob C. Reinhold, Blake E. Dewey, Aaron Carass, Jerry L. Prince:
Evaluating the impact of intensity normalization on MR image synthesis. Medical Imaging: Image Processing 2019: 109493H - 2018
- [j101]Maureen L. Stone, Jonghye Woo, Junghoon Lee, Tera Poole, Amy Seagraves, Michael Chung, Eric Kim, Emi Z. Murano, Jerry L. Prince, Silvia S. Blemker:
Structure and variability in human tongue muscle anatomy. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6(5): 499-507 (2018) - [j100]Jonghye Woo, Fangxu Xing
, Junghoon Lee, Maureen Stone, Jerry L. Prince:
A spatio-temporal atlas and statistical model of the tongue during speech from cine-MRI. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6(5): 520-531 (2018) - [j99]Andrew Lang, Aaron Carass, Bruno M. Jedynak, Sharon D. Solomon, Peter A. Calabresi
, Jerry L. Prince:
Intensity inhomogeneity correction of SD-OCT data using macular flatspace. Medical Image Anal. 43: 85-97 (2018) - [j98]Chuyang Ye, Jerry L. Prince:
Dictionary-based fiber orientation estimation with improved spatial consistency. Medical Image Anal. 44: 41-53 (2018) - [j97]Aaron Carass, Jennifer L. Cuzzocreo, Shuo Han, Carlos R. Hernandez-Castillo, Paul E. Rasser, Melanie Ganz
, Vincent Beliveau
, Jose Dolz, Ismail Ben Ayed, Christian Desrosiers, Benjamin Thyreau, José E. Romero, Pierrick Coupé
, José V. Manjón, Vladimir S. Fonov
, D. Louis Collins
, Sarah H. Ying, Chiadi U. Onyike, Jerry L. Prince:
Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images. NeuroImage 183: 150-172 (2018) - [j96]Alejandro F. Frangi
, Sotirios A. Tsaftaris, Jerry L. Prince:
Simulation and Synthesis in Medical Imaging. IEEE Trans. Medical Imaging 37(3): 673-679 (2018) - [c220]Can Zhao
, Aaron Carass, Blake E. Dewey, Jerry L. Prince:
Self super-resolution for magnetic resonance images using deep networks. ISBI 2018: 365-368 - [c219]Yihao Liu, Aaron Carass, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Multi-layer fast level set segmentation for macular OCT. ISBI 2018: 1445-1448 - [c218]Muhan Shao, Aaron Carass, Xiang Li, Blake E. Dewey, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen
:
Multi-atlas segmentation of the hydrocephalus brain using an adaptive ventricle atlas. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 105780F - [c217]Lianrui Zuo, Aaron Carass, Shuo Han, Jerry L. Prince:
Automatic outlier detection using hidden Markov model for cerebellar lobule segmentation. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 105780D - [c216]Sachin Goyal, Can Zhao, Amod Jog, Jerry L. Prince, Aaron Carass:
Improving self super resolution in magnetic resonance images. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 1057814 - [c215]Blake E. Dewey, Can Zhao, Aaron Carass, Jiwon Oh, Peter A. Calabresi, Peter C. M. van Zijl, Jerry L. Prince:
Deep Harmonization of Inconsistent MR Data for Consistent Volume Segmentation. SASHIMI@MICCAI 2018: 20-30 - [c214]Yuta Hiasa, Yoshito Otake, Masaki Takao, Takumi Matsuoka, Kazuma Takashima, Aaron Carass, Jerry L. Prince, Nobuhiko Sugano, Yoshinobu Sato:
Cross-Modality Image Synthesis from Unpaired Data Using CycleGAN - Effects of Gradient Consistency Loss and Training Data Size. SASHIMI@MICCAI 2018: 31-41 - [c213]Muhan Shao, Shuo Han, Aaron Carass, Xiang Li, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen
:
Shortcomings of Ventricle Segmentation Using Deep Convolutional Networks. MLCN/DLF/iMIMIC@MICCAI 2018: 79-86 - [c212]Can Zhao
, Aaron Carass, Blake E. Dewey, Jonghye Woo, Jiwon Oh, Peter A. Calabresi, Daniel S. Reich, Pascal Sati
, Dzung L. Pham, Jerry L. Prince:
A Deep Learning Based Anti-aliasing Self Super-Resolution Algorithm for MRI. MICCAI (1) 2018: 100-108 - [c211]Heran Yang, Jian Sun, Aaron Carass, Can Zhao
, Junghoon Lee, Zongben Xu, Jerry L. Prince:
Unpaired Brain MR-to-CT Synthesis Using a Structure-Constrained CycleGAN. DLMIA/ML-CDS@MICCAI 2018: 174-182 - [c210]Min Chen, James C. Gee, Jerry L. Prince, Geoffrey Karl Aguirre:
2D Modeling and Correction of Fan-Beam Scan Geometry in OCT. COMPAY/OMIA@MICCAI 2018: 328-335 - [c209]Arnold D. Gomez
, Maureen L. Stone, Philip V. Bayly, Jerry L. Prince:
Quantifying Tensor Field Similarity with Global Distributions and Optimal Transport. MICCAI (2) 2018: 428-436 - [c208]Aniket A. Tolpadi, Maureen L. Stone, Aaron Carass, Jerry L. Prince, Arnold D. Gomez
:
Inverse biomechanical modeling via machine learning and synthetic training data. Medical Imaging: Image-Guided Procedures 2018: 1057606 - [c207]Sureerat Reaungamornrat, Aaron Carass, Yufan He, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Inter-scanner variation independent descriptors for constrained diffeomorphic demons registration of retina OCT. Medical Imaging: Image Processing 2018: 105741B - [c206]Fangxu Xing
, Jerry L. Prince, Maureen Stone, Timothy G. Reese, Nazem Atassi, Van J. Wedeen, Georges El Fakhri, Jonghye Woo:
Strain map of the tongue in normal and ALS speech patterns from tagged and diffusion MRI. Medical Imaging: Image Processing 2018: 1057411 - [c205]Xiaokai Wang, Maureen L. Stone, Jerry L. Prince, Arnold D. Gomez
:
A novel filtering approach for 3D harmonic phase analysis of tagged MRI. Medical Imaging: Image Processing 2018: 1057414 - [c204]Jeffrey Glaister, Muhan Shao, Xiang Li, Aaron Carass, Snehashis Roy
, Ari M. Blitz
, Jerry L. Prince, Lotta Maria Ellingsen
:
Deformable model reconstruction of the subarachnoid space. Medical Imaging: Image Processing 2018: 1057431 - [i9]Can Zhao, Aaron Carass, Blake E. Dewey, Jerry L. Prince:
Self Super-Resolution for Magnetic Resonance Images using Deep Networks. CoRR abs/1802.09431 (2018) - [i8]Yufan He, Aaron Carass, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks. CoRR abs/1803.05120 (2018) - [i7]Yuta Hiasa, Yoshito Otake, Masaki Takao, Takumi Matsuoka, Kazuma Takashima, Jerry L. Prince, Nobuhiko Sugano, Yoshinobu Sato:
Cross-modality image synthesis from unpaired data using CycleGAN: Effects of gradient consistency loss and training data size. CoRR abs/1803.06629 (2018) - [i6]Jonghye Woo, Jerry L. Prince, Maureen Stone, Fangxu Xing, Arnold D. Gomez, Jordan R. Green, Christopher J. Hartnick, Thomas J. Brady, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri:
A Sparse Non-negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior from MRI. CoRR abs/1804.05370 (2018) - [i5]Heran Yang, Jian Sun, Aaron Carass, Can Zhao, Junghoon Lee, Zongben Xu, Jerry L. Prince:
Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN. CoRR abs/1809.04536 (2018) - [i4]Jacob C. Reinhold, Blake E. Dewey, Aaron Carass, Jerry L. Prince:
Evaluating the Impact of Intensity Normalization on MR Image Synthesis. CoRR abs/1812.04652 (2018) - 2017
- [j95]Amod Jog, Aaron Carass
, Snehashis Roy
, Dzung L. Pham, Jerry L. Prince:
Random forest regression for magnetic resonance image synthesis. Medical Image Anal. 35: 475-488 (2017) - [j94]Chuyang Ye
, Jerry L. Prince:
Probabilistic tractography using Lasso bootstrap. Medical Image Anal. 35: 544-553 (2017) - [j93]Min Chen
, Aaron Carass
, Amod Jog, Junghoon Lee, Snehashis Roy
, Jerry L. Prince:
Cross contrast multi-channel image registration using image synthesis for MR brain images. Medical Image Anal. 36: 2-14 (2017) - [j92]Jeffrey Glaister, Aaron Carass, Tziona NessAiver, Joshua V. Stough, Shiv Saidha, Peter A. Calabresi
, Jerry L. Prince:
Thalamus segmentation using multi-modal feature classification: Validation and pilot study of an age-matched cohort. NeuroImage 158: 430-440 (2017) - [j91]Fangxu Xing
, Jonghye Woo, Arnold D. Gomez
, Dzung L. Pham, Philip V. Bayly, Maureen L. Stone, Jerry L. Prince:
Phase Vector Incompressible Registration Algorithm for Motion Estimation From Tagged Magnetic Resonance Images. IEEE Trans. Medical Imaging 36(10): 2116-2128 (2017) - [c203]Bhavna Josephine Antony
, Aaron Carass, Andrew Lang, Byung-Jin Kim, Donald J. Zack, Jerry L. Prince:
Longitudinal analysis of mouse SDOCT volumes. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101371H - [c202]Blake E. Dewey, Aaron Carass, Ari M. Blitz
, Jerry L. Prince:
Efficient multi-atlas registration using an intermediate template image. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101371F - [c201]Jeffrey Glaister, Aaron Carass, Dzung L. Pham, John A. Butman, Jerry L. Prince:
Automatic falx cerebri and tentorium cerebelli segmentation from magnetic resonance images. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101371D - [c200]Andrew Lang, Aaron Carass, Ava K. Bittner
, Howard S. Ying, Jerry L. Prince:
Improving graph-based OCT segmentation for severe pathology in retinitis pigmentosa patients. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101371M - [c199]Jordan Ramsey, Jerry L. Prince, Arnold D. Gomez
:
Test suite for image-based motion estimation of the brain and tongue. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101371G - [c198]Ipek Oguz, Aaron Carass, Dzung L. Pham, Snehashis Roy
, Nagesh Subbana, Peter A. Calabresi
, Paul A. Yushkevich
, Russell T. Shinohara, Jerry L. Prince:
Dice Overlap Measures for Objects of Unknown Number: Application to Lesion Segmentation. BrainLes@MICCAI 2017: 3-14 - [c197]Aaron Carass, Muhan Shao, Xiang Li, Blake Dewey, Ari Blitz
, Snehashis Roy
, Dzung L. Pham, Jerry L. Prince, Lotta Maria Ellingsen
:
Whole Brain Parcellation with Pathology: Validation on Ventriculomegaly Patients. Patch-MI@MICCAI 2017: 20-28 - [c196]Can Zhao, Aaron Carass, Junghoon Lee, Amod Jog, Jerry L. Prince:
A Supervoxel Based Random Forest Synthesis Framework for Bidirectional MR/CT Synthesis. SASHIMI@MICCAI 2017: 33-40 - [c195]Jeffrey Glaister, Aaron Carass, Dzung L. Pham, John A. Butman, Jerry L. Prince:
Falx Cerebri Segmentation via Multi-atlas Boundary Fusion. MICCAI (1) 2017: 92-99 - [c194]Yufan He, Aaron Carass, Yeyi Yun, Can Zhao
, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi
, Jerry L. Prince:
Towards Topological Correct Segmentation of Macular OCT from Cascaded FCNs. FIFI/OMIA@MICCAI 2017: 202-209 - [c193]Can Zhao
, Aaron Carass, Junghoon Lee, Yufan He, Jerry L. Prince:
Whole Brain Segmentation and Labeling from CT Using Synthetic MR Images. MLMI@MICCAI 2017: 291-298 - [c192]Chuyang Ye, Jerry L. Prince:
Fiber Orientation Estimation Guided by a Deep Network. MICCAI (1) 2017: 575-583 - [c191]