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ORCIDJerry L. Prince
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- affiliation: Johns Hopkins University, USA
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2020 – today
- 2024
[j117]Yihao Liu, Junyu Chen, Shuwen Wei, Aaron Carass, Jerry L. Prince:
On Finite Difference Jacobian Computation in Deformable Image Registration. Int. J. Comput. Vis. 132(9): 3678-3688 (2024)- [c288]Jinwei Zhang, Lianrui Zuo, Blake E. Dewey, Samuel W. Remedios, Dzung L. Pham, Aaron Carass, Jerry L. Prince:
Towards an Accurate and Generalizable Multiple Sclerosis Lesion Segmentation Model Using Self-Ensembled Lesion Fusion. ISBI 2024: 1-5 - [i39]Ho Hin Lee, Adam M. Saunders, Michael E. Kim, Samuel W. Remedios, Yucheng Tang, Qi Yang, Xin Yu, Shunxing Bao, Chloe Cho, Louise A. Mawn, Tonia S. Rex, Kevin L. Schey, Blake E. Dewey, Jeffrey M. Spraggins, Jerry L. Prince, Yuankai Huo, Bennett A. Landman:
Super-Resolution Multi-Contrast Unbiased Eye Atlases With Deep Probabilistic Refinement. CoRR abs/2401.03060 (2024) - [i38]Zhangxing Bian, Ahmed Alshareef, Shuwen Wei, Junyu Chen, Yuli Wang, Jonghye Woo, Dzung L. Pham, Jiachen Zhuo, Aaron Carass, Jerry L. Prince:
Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning? CoRR abs/2401.17571 (2024) - [i37]Xiaofeng Liu, Fangxu Xing, Jiachen Zhuo, Maureen Stone, Jerry L. Prince, Georges El Fakhri, Jonghye Woo:
Speech motion anomaly detection via cross-modal translation of 4D motion fields from tagged MRI. CoRR abs/2402.06984 (2024) - [i36]Yihao Liu, Junyu Chen, Lianrui Zuo, Aaron Carass, Jerry L. Prince:
Vector Field Attention for Deformable Image Registration. CoRR abs/2407.10209 (2024) - 2023
- [j116]Lianrui Zuo
, Yihao Liu, Yuan Xue, Blake E. Dewey, Samuel W. Remedios, Savannah Hays, 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. Comput. Medical Imaging Graph. 109: 102285 (2023) - [j115]Xiaofeng Liu, Jerry L. Prince, Fangxu Xing, Jiachen Zhuo, Timothy G. Reese, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Attentive continuous generative self-training for unsupervised domain adaptive medical image translation. Medical Image Anal. 88: 102851 (2023) - [c287]Ursa Maity, Fangxu Xing, Jerry L. Prince, Maureen Stone, Georges El Fakhri, Jonghye Woo, Sidney Fels:
Motor Control Similarity Between Speakers Saying "A Souk" Using Inverse Atlas Tongue Modeling. INTERSPEECH 2023: 4189-4193 - [c286]Peiyu Duan, Yuan Xue, Shuo Han, Lianrui Zuo, Aaron Carass, Caitlyn Bernhard, Savannah Hays, Peter A. Calabresi, Susan M. Resnick, James S. Duncan, Jerry L. Prince:
Rapid Brain Meninges Surface Reconstruction with Layer Topology Guarantee. ISBI 2023: 1-5 - [c285]Anqi Feng, Yuan Xue, Yuli Wang, Chang Yan, Zhangxing Bian, Muhan Shao, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince:
Label Propagation Via Random Walk for Training Robust Thalamus Nuclei Parcellation Model from Noisy Annotations. ISBI 2023: 1-5 - [c284]Yuli Wang, Anqi Feng, Yuan Xue, Lianrui Zuo, Yihao Liu, Ari M. Blitz, Mark G. Luciano, Aaron Carass, Jerry L. Prince:
Automated Ventricle Parcellation and Evan's Ratio Computation in Pre- and Post-Surgical Ventriculomegaly. ISBI 2023: 1-5 - [c283]Allen Hong, Aaron Carass, Lianrui Zuo, Jerry L. Prince, Ahmed Alshareef:
Investigating the effect of cerebral atrophy on brain deformation using subject-specific models. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2023 - [c282]Zhangxing Bian, Shuwen Wei, Yihao Liu, Junyu Chen, Jiachen Zhuo, Fangxu Xing, Jonghye Woo, Aaron Carass, Jerry L. Prince:
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 24-34 - [c281]Shuwen Wei, Yihao Liu, Zhangxing Bian, Yuli Wang, Lianrui Zuo, Peter A. Calabresi, Shiv Saidha, Jerry L. Prince, Aaron Carass:
Recurrent Self Fusion: Iterative Denoising for Consistent Retinal OCT Segmentation. OMIA@MICCAI 2023: 42-51 - [c280]Samuel W. Remedios, Shuo Han, Lianrui Zuo, Aaron Carass, Dzung L. Pham, Jerry L. Prince, Blake E. Dewey:
Self-Supervised Super-Resolution for Anisotropic MR Images with and Without Slice Gap. SASHIMI@MICCAI 2023: 118-128 - [c279]Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Sidney S. Fels, Jerry L. Prince, Georges El Fakhri, Jonghye Woo:
Speech Audio Synthesis from Tagged MRI and Non-negative Matrix Factorization via Plastic Transformer. MICCAI (7) 2023: 435-445 - [c278]Zhangxing Bian, Fangxu Xing, Jinglun Yu, Muhan Shao, Yihao Liu, Aaron Carass, Jonghye Woo, Jerry L. Prince:
DRIMET: Deep Registration-based 3D Incompressible Motion Estimation in Tagged-MRI with Application to the Tongue. MIDL 2023: 134-150 - [c277]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. Medical Imaging: Image Processing 2023 - [c276]Yuan Xue, Lianrui Zuo, Samuel W. Remedios, Blake E. Dewey, Peiyu Duan, Yihao Liu, Rendong Zhang, Scott D. Newsome, Ellen M. Mowry, Aaron Carass, Jerry L. Prince:
Unsupervised quality assurance for brain MR image rigid registration using latent shape representation. Medical Imaging: Image Processing 2023 - [c275]Zhangxing Bian, Muhan Shao, Aaron Carass, Jerry L. Prince:
DrDisco: Deep Registration for Distortion Correction of diffusion MRI with single phase-encoding. Medical Imaging: Image Processing 2023 - [c274]Zhangxing Bian, Muhan Shao, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince:
FastCod: fast brain connectivity in diffusion imaging. Medical Imaging: Image Processing 2023 - [c273]Samuel W. Remedios, Blake E. Dewey, Aaron Carass, Dzung L. Pham, Jerry L. Prince:
A deep generative prior for high-resolution isotropic MR head slices. Medical Imaging: Image Processing 2023 - [c272]Pouria Tohidi, Shuo Han, Lianrui Zuo, Jiachen Zhuo, Steve Roys, Aaron Carass, Rao P. Gullapalli, Jerry L. Prince:
Joint synthesis of WMn MPRAGE and parameter maps using deep learning and an imaging equation. Medical Imaging: Image Processing 2023 - [c271]Yuli Wang, Anqi Feng, Yuan Xue, Muhan Shao, Ari M. Blitz, Mark D. Luciano, Aaron Carass, Jerry L. Prince:
Investigation of probability maps in deep-learning-based brain ventricle parcellation. Medical Imaging: Image Processing 2023 - [c270]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. Medical Imaging: Image Processing 2023 - [c269]Jinglun Yu, Muhan Shao, Zhangxing Bian, Xiao Liang, Jiachen Zhuo, Maureen Stone, Jerry L. Prince:
New starting point registration method for tagged MRI tongue motion estimation. Medical Imaging: Image Processing 2023 - [c268]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. Medical Imaging: Image Processing 2023 - [i35]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) - [i34]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) - [i33]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) - [i32]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) - [i31]Xiaofeng Liu, Jerry L. Prince, Fangxu Xing, Jiachen Zhuo, Timothy G. Reese, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Attentive Continuous Generative Self-training for Unsupervised Domain Adaptive Medical Image Translation. CoRR abs/2305.14589 (2023) - [i30]Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Shalini Subramanian, Aaron Carass, Jerry L. Prince, Yong Du:
A Survey on Deep Learning in Medical Image Registration: New Technologies, Uncertainty, Evaluation Metrics, and Beyond. CoRR abs/2307.15615 (2023) - [i29]Zhangxing Bian, Shuwen Wei, Yihao Liu, Junyu Chen, Jiachen Zhuo, Fangxu Xing, Jonghye Woo, Aaron Carass, Jerry L. Prince:
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction. CoRR abs/2308.02949 (2023) - [i28]Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Sidney S. Fels, Jerry L. Prince, Georges El Fakhri, Jonghye Woo:
Speech Audio Synthesis from Tagged MRI and Non-Negative Matrix Factorization via Plastic Transformer. CoRR abs/2309.14586 (2023) - [i27]Jinwei Zhang, Lianrui Zuo, Blake E. Dewey, Samuel W. Remedios, Dzung L. Pham, Aaron Carass, Jerry L. Prince:
Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion. CoRR abs/2312.01460 (2023) - [i26]Zejun Wu, Samuel W. Remedios, Blake E. Dewey, Aaron Carass, Jerry L. Prince:
AniRes2D: Anisotropic Residual-enhanced Diffusion for 2D MR Super-Resolution. CoRR abs/2312.04385 (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) - [c267]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 - [c266]Ahmed Alshareef, Aaron Carass, Andrew K. Knutsen, Kshitiz Upadhyay, Matthew E. Peters, K. T. Ramesh, Jerry L. Prince:
Investigating the effect of ventricle size on brain deformation using computational models. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [c265]Ahmed Alshareef, Curtis L. Johnson, Aaron Carass, Andrew K. Knutsen, Peyton L. Delgorio, Grace McIlvain, Alexa M. Diano, K. T. Ramesh, Philip V. Bayly, Dzung L. Pham, Jerry L. Prince:
Relationship between cerebral vasculature and brain stiffness measured using MR elastography. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [c264]Pouria Tohidi, Samuel W. Remedios, Danielle L. Greenman, Muhan Shao, Shuo Han, Blake E. Dewey, Jacob C. Reinhold, Yi-Yu Chou, Dzung L. Pham, Jerry L. Prince, Aaron Carass:
Multiple Sclerosis brain lesion segmentation with different architecture ensembles. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [c263]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 - [c262]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 - [c261]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 - [c260]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 - [c259]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 - [c258]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. Medical Imaging: Image Processing 2022 - [c257]Peiyu Duan, Shuo Han, Lianrui Zuo, Yang An, Yihao Liu, Ahmed Alshareef, Junghoon Lee, Aaron Carass, Susan M. Resnick, Jerry L. Prince:
Cranial meninges reconstruction based on convolutional networks and deformable models: applications to longitudinal study of normal aging. Medical Imaging: Image Processing 2022 - [c256]Chenyu Gao, Linghao Jin, Jerry L. Prince, Aaron Carass:
Effects of defacing whole head MRI on neuroanalysis. Medical Imaging: Image Processing 2022 - [c255]Savannah Hays, Lianrui Zuo, Aaron Carass, Jerry L. Prince:
Evaluating the impact of MR image contrast on whole brain segmentation. Medical Imaging: Image Processing 2022 - [c254]Muhan Shao, Lianrui Zuo, Aaron Carass, Jiachen Zhuo, Rao P. Gullapalli, Jerry L. Prince:
Evaluating the impact of MR image harmonization on thalamus deep network segmentation. Medical Imaging: Image Processing 2022 - [c253]Fangxu Xing, Xiaofeng Liu, Timothy G. Reese, Maureen Stone, Van J. Wedeen, Jerry L. Prince, Georges El Fakhri, Jonghye Woo:
Measuring strain in diffusion-weighted data using tagged magnetic resonance imaging. Medical Imaging: Image Processing 2022 - [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) - [c252]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 - [c251]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 - [c250]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 - [c249]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 - [c248]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 - [c247]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 - [c246]Jacob C. Reinhold, Aaron Carass, Jerry L. Prince:
A Structural Causal Model for MR Images of Multiple Sclerosis. MICCAI (5) 2021: 782-792 - [c245]Di Liu, Jiang Liu, Yihao Liu, Ran Tao, Jerry L. Prince, Aaron Carass:
Label super resolution for 3D magnetic resonance images using deformable U-net. Medical Imaging: Image Processing 2021 - [c244]Muhan Shao, Aaron Carass, Jiachen Zhuo, Xiao Liang, Dima H. Ghunaim, Maureen L. Stone, Jerry L. Prince:
Dynamic palatogram generation from Cine MRI for normalized speech assessment. Medical Imaging: Image Processing 2021 - [c243]Muhan Shao, Arnold D. Gomez, Jiachen Zhuo, Xiao Liang, Maureen Stone, Aaron Carass, Jerry L. Prince:
Reconstruction and refinement of crossing muscle fibers in the human tongue. Medical Imaging: Image Processing 2021 - [c242]Mallika Singh, Eleanor Pahl, Shangxian Wang, Aaron Carass, Junghoon Lee, Jerry L. Prince:
Accurate estimation of total intracranial volume in MRI using a multi-tasked image-to-image translation network. Medical Imaging: Image Processing 2021 - [c241]Shangxian L. Wang, Shuo Han, Aaron Carass, Jiachen Zhuo, Steve Roys, Rao P. Gullapalli, Li Jiang, Jerry L. Prince:
Thalamus segmentation using convolutional neural networks. Medical Imaging: Image Processing 2021 - [c240]Fangxu Xing, Maureen Stone, Jerry L. Prince, Xiaofeng Liu, Georges El Fakhri, Jonghye Woo:
Floor-of-the-mouth muscle function analysis using dynamic magnetic resonance imaging. Medical Imaging: Image Processing 2021 - [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]