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ORCIDJerry 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]