Aaron Carass

217 papers B 53Journal 73Unranked 91
YearRankTypeTitle / Venue / Authors
2026 J jnl
Likelihood-Separable Diffusion Inference for Multi-Image MRI Super-Resolution.
CoRR
Samuel W. Remedios, Zhangxing Bian, Shuwen Wei, Aaron Carass, Jerry L. Prince, Blake E. Dewey
2026 J jnl
Solving a Nonlinear Blind Inverse Problem for Tagged MRI with Physics and Deep Generative Priors.
CoRR
Zhangxing Bian, Shuwen Wei, Samuel W. Remedios, Junyu Chen, Aaron Carass, Blake E. Dewey, Jerry L. Prince
2026 J jnl
UNISELF: A unified network with instance normalization and self-ensembled lesion fusion for multiple sclerosis lesion segmentation.
Medical Image Anal.
Jinwei Zhang, Lianrui Zuo, Blake E. Dewey, Samuel W. Remedios, Yihao Liu, Savannah Hays, Dzung L. Pham, Ellen M. Mowry, Scott D. Newsome, Peter A. Calabresi, Shiv Saidha, Aaron Carass, Jerry L. Prince
2026 J jnl
Unsupervised learning of spatially varying regularization for diffeomorphic image registration.
Medical Image Anal.
Junyu Chen, Shuwen Wei, Yihao Liu, Zhangxing Bian, Yufan He, Aaron Carass, Harrison X. Bai, Yong Du
2025 J jnl
A survey on deep learning in medical image registration: New technologies, uncertainty, evaluation metrics, and beyond.
Medical Image Anal.
Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Shalini Subramanian, Aaron Carass, Jerry L. Prince, Yong Du
2025 J jnl
Beyond the LUMIR challenge: The pathway to foundational registration models.
CoRR
Junyu Chen, Shuwen Wei, Joel Honkamaa, Pekka Marttinen, Hang Zhang, Min Liu, Yichao Zhou, Zuopeng Tan, Zhuoyuan Wang, Yi Wang, Hongchao Zhou, Shunbo Hu, Yi Zhang, Qian Tao, Lukas Förner, Thomas Wendler, Bailiang Jian, Benedikt Wiestler, Tim Hable, Jin Kim, Dan Ruan, Frederic Madesta, Thilo Sentker, Wiebke Heyer, Lianrui Zuo, Yuwei Dai, Jing Wu, Jerry L. Prince, Harrison X. Bai, Yong Du, Yihao Liu, Alessa Hering, Reuben Dorent, Lasse Hansen, Mattias P. Heinrich, Aaron Carass
2025 — conf
Brightness-Invariant Tracking Estimation in Tagged MRI.
IPMI (2)
Zhangxing Bian, Shuwen Wei, Xiao Liang, Yuan-Chiao Lu, Samuel W. Remedios, Fangxu Xing, Jonghye Woo, Dzung L. Pham, Aaron Carass, Philip V. Bayly, Jiachen Zhuo, Ahmed Alshareef, Jerry L. Prince
2025 J jnl
Brightness-Invariant Tracking Estimation in Tagged MRI.
CoRR
Zhangxing Bian, Shuwen Wei, Xiao Liang, Yuan-Chiao Lu, Samuel W. Remedios, Fangxu Xing, Jonghye Woo, Dzung L. Pham, Aaron Carass, Philip V. Bayly, Jiachen Zhuo, Ahmed Alshareef, Jerry L. Prince
2025 — conf
Cycle-Consistent Zero-Shot Through-Plane Super-Resolution for Anisotropic Head MRI.
IPMI (1)
Samuel W. Remedios, Shuwen Wei, Aaron Carass, Blake E. Dewey, Jerry L. Prince
2025 J jnl
Diffusion-Driven Generation of Minimally Preprocessed Brain MRI.
CoRR
Samuel W. Remedios, Aaron Carass, Jerry L. Prince, Blake E. Dewey
2025 J jnl
ECLARE: Efficient cross-planar learning for anisotropic resolution enhancement.
CoRR
Samuel W. Remedios, Shuwen Wei, Shuo Han, Jinwei Zhang, Aaron Carass, Kurt G. Schilling, Dzung L. Pham, Jerry L. Prince, Blake E. Dewey
2025 — conf
Exploring the Feasibility of Zero-Shot Super-Resolution in Preclinical Imaging.
MICCAI (2)
Omar A. M. Gharib, Samuel W. Remedios, Blake E. Dewey, Jerry L. Prince, Aaron Carass
2025 J jnl
Learn2Reg 2024: New Benchmark Datasets Driving Progress on New Challenges.
CoRR
Lasse Hansen, Wiebke Heyer, Christoph Großbröhmer, Frederic Madesta, Thilo Sentker, Jiazheng Wang, Yuxi Zhang, Hang Zhang, Min Liu, Junyi Wang, Xi Zhu, Yuhua Li, Liwen Wang, Daniil Morozov, Nazim Haouchine, Joel Honkamaa, Pekka Marttinen, Yichao Zhou, Zuopeng Tan, Zhuoyuan Wang, Yi Wang, Hongchao Zhou, Shunbo Hu, Yi Zhang, Qian Tao, Lukas Förner, Thomas Wendler, Bailiang Jian, Christian Wachinger, Jin Kim, Dan Ruan, Marek Wodzinski, Henning Müller, Tony C. W. Mok, Xi Jia, Jinming Duan, Mikael Brudfors, Seyed-Ahmad Ahmadi, Yunzheng Zhu, William Hsu, Tina Kapur, William M. Wells, Alexandra J. Golby, Aaron Carass, Harrison X. Bai, Yihao Liu, Perrine Paul-Gilloteaux, Joakim Lindblad, Natasa Sladoje, Andreas Walter, Junyu Chen, Reuben Dorent, Alessa Hering, Mattias P. Heinrich
2025 J jnl
Pretraining Deformable Image Registration Networks with Random Images.
CoRR
Junyu Chen, Shuwen Wei, Yihao Liu, Aaron Carass, Yong Du
2025 J jnl
Surrogate Supervision for Robust and Generalizable Deformable Image Registration.
CoRR
Yihao Liu, Junyu Chen, Lianrui Zuo, Shuwen Wei, Brian D. Boyd, Carmen Andreescu, Olusola Ajilore, Warren D. Taylor, Aaron Carass, Bennett A. Landman
2025 J jnl
The Brain Resection Multimodal Image Registration (ReMIND2Reg) 2025 Challenge.
CoRR
Reuben Dorent, Laura Rigolo, Colin Galvin, Junyu Chen, Mattias P. Heinrich, Aaron Carass, Olivier Colliot, Demian Wassermann, Alexandra J. Golby, Tina Kapur, William M. Wells III
2025 J jnl
UNISELF: A Unified Network with Instance Normalization and Self-Ensembled Lesion Fusion for Multiple Sclerosis Lesion Segmentation.
CoRR
Jinwei Zhang, Lianrui Zuo, Blake E. Dewey, Samuel W. Remedios, Yihao Liu, Savannah Hays, Dzung L. Pham, Ellen M. Mowry, Scott D. Newsome, Peter A. Calabresi, Aaron Carass, Jerry L. Prince
2025 — conf
Unsupervised OCT Image Interpolation Using Deformable Registration and generative models.
MICCAI (4)
Shuwen Wei, Samuel W. Remedios, Zhangxing Bian, Shimeng Wang, Junyu Chen, Yihao Liu, Bruno Jedynak, Tin Y. A. Liu, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince, Aaron Carass
2024 — conf
Beyond MR Image Harmonization: Resolution Matters Too.
SASHIMI@MICCAI
Savannah Hays, Samuel W. Remedios, Lianrui Zuo, Ellen M. Mowry, Scott D. Newsome, Peter A. Calabresi, Aaron Carass, Blake E. Dewey, Jerry L. Prince
2024 J jnl
Deep learning enables accurate brain tissue microstructure analysis based on clinically feasible diffusion magnetic resonance imaging.
NeuroImage
Yuxing Li, Zhizheng Zhuo, Chenghao Liu, Yunyun Duan, Yulu Shi, Tingting Wang, Runzhi Li, Yanli Wang, Jiwei Jiang, Jun Xu, Decai Tian, Xinghu Zhang, Fudong Shi, Xiaofeng Zhang, Aaron Carass, Frederik Barkhof, Jerry L. Prince, Chuyang Ye, Yaou Liu
2024 — conf
From Registration Uncertainty to Segmentation Uncertainty.
ISBI
Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Aaron Carass, Yong Du
2024 J jnl
From Registration Uncertainty to Segmentation Uncertainty.
CoRR
Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Aaron Carass, Yong Du
2024 J jnl
Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning?
CoRR
Zhangxing Bian, Ahmed Alshareef, Shuwen Wei, Junyu Chen, Yuli Wang, Jonghye Woo, Dzung L. Pham, Jiachen Zhuo, Aaron Carass, Jerry L. Prince
2024 J jnl
On Finite Difference Jacobian Computation in Deformable Image Registration.
Int. J. Comput. Vis.
Yihao Liu, Junyu Chen, Shuwen Wei, Aaron Carass, Jerry L. Prince
2024 — conf
TS-SR3: Time-Strided Denoising Diffusion Probabilistic Model for MR Super-Resolution.
MLMI@MICCAI (1)
Zejun Wu, Samuel W. Remedios, Blake E. Dewey, Aaron Carass, Jerry L. Prince
2024 — conf
Towards an Accurate and Generalizable Multiple Sclerosis Lesion Segmentation Model Using Self-Ensembled Lesion Fusion.
ISBI
Jinwei Zhang, Lianrui Zuo, Blake E. Dewey, Samuel W. Remedios, Dzung L. Pham, Aaron Carass, Jerry L. Prince
2024 J jnl
Unique MS Lesion Identification from MRI.
CoRR
Carlos A. Rivas, Jinwei Zhang, Shuwen Wei, Samuel W. Remedios, Aaron Carass, Jerry L. Prince
2024 J jnl
Unsupervised learning of spatially varying regularization for diffeomorphic image registration.
CoRR
Junyu Chen, Shuwen Wei, Yihao Liu, Zhangxing Bian, Yufan He, Aaron Carass, Harrison X. Bai, Yong Du
2024 J jnl
Vector Field Attention for Deformable Image Registration.
CoRR
Yihao Liu, Junyu Chen, Lianrui Zuo, Aaron Carass, Jerry L. Prince
2023 J jnl
A Survey on Deep Learning in Medical Image Registration: New Technologies, Uncertainty, Evaluation Metrics, and Beyond.
CoRR
Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Shalini Subramanian, Aaron Carass, Jerry L. Prince, Yong Du
2023 B conf
A deep generative prior for high-resolution isotropic MR head slices.
Image Processing
Samuel W. Remedios, Blake E. Dewey, Aaron Carass, Dzung L. Pham, Jerry L. Prince
2023 B conf
A latent space for unsupervised MR image quality control via artifact assessment.
Image Processing
Lianrui Zuo, Yuan Xue, Blake E. Dewey, Yihao Liu, Jerry L. Prince, Aaron Carass
2023 J jnl
A latent space for unsupervised MR image quality control via artifact assessment.
CoRR
Lianrui Zuo, Yuan Xue, Blake E. Dewey, Yihao Liu, Jerry L. Prince, Aaron Carass
2023 J jnl
AniRes2D: Anisotropic Residual-enhanced Diffusion for 2D MR Super-Resolution.
CoRR
Zejun Wu, Samuel W. Remedios, Blake E. Dewey, Aaron Carass, Jerry L. Prince
2023 — conf
Automated Ventricle Parcellation and Evan's Ratio Computation in Pre- and Post-Surgical Ventriculomegaly.
ISBI
Yuli Wang, Anqi Feng, Yuan Xue, Lianrui Zuo, Yihao Liu, Ari M. Blitz, Mark G. Luciano, Aaron Carass, Jerry L. Prince
2023 — conf
DRIMET: Deep Registration-based 3D Incompressible Motion Estimation in Tagged-MRI with Application to the Tongue.
MIDL
Zhangxing Bian, Fangxu Xing, Jinglun Yu, Muhan Shao, Yihao Liu, Aaron Carass, Jonghye Woo, Jerry L. Prince
2023 J jnl
Deep Unsupervised Phase-based 3D Incompressible Motion Estimation in Tagged-MRI.
CoRR
Zhangxing Bian, Fangxu Xing, Jinglun Yu, Muhan Shao, Yihao Liu, Aaron Carass, Jonghye Woo, Jerry L. Prince
2023 B conf
DrDisco: Deep Registration for Distortion Correction of diffusion MRI with single phase-encoding.
Image Processing
Zhangxing Bian, Muhan Shao, Aaron Carass, Jerry L. Prince
2023 B conf
FastCod: fast brain connectivity in diffusion imaging.
Image Processing
Zhangxing Bian, Muhan Shao, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince
2023 J jnl
HACA3: A unified approach for multi-site MR image harmonization.
Comput. Medical Imaging Graph.
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
2023 — conf
Investigating the effect of cerebral atrophy on brain deformation using subject-specific models.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Allen Hong, Aaron Carass, Lianrui Zuo, Jerry L. Prince, Ahmed Alshareef
2023 B conf
Investigation of probability maps in deep-learning-based brain ventricle parcellation.
Image Processing
Yuli Wang, Anqi Feng, Yuan Xue, Muhan Shao, Ari M. Blitz, Mark D. Luciano, Aaron Carass, Jerry L. Prince
2023 B conf
Joint synthesis of WMn MPRAGE and parameter maps using deep learning and an imaging equation.
Image Processing
Pouria Tohidi, Shuo Han, Lianrui Zuo, Jiachen Zhuo, Steve Roys, Aaron Carass, Rao P. Gullapalli, Jerry L. Prince
2023 — conf
Label Propagation Via Random Walk for Training Robust Thalamus Nuclei Parcellation Model from Noisy Annotations.
ISBI
Anqi Feng, Yuan Xue, Yuli Wang, Chang Yan, Zhangxing Bian, Muhan Shao, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince
2023 — conf
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction.
MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI
Zhangxing Bian, Shuwen Wei, Yihao Liu, Junyu Chen, Jiachen Zhuo, Fangxu Xing, Jonghye Woo, Aaron Carass, Jerry L. Prince
2023 J jnl
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction.
CoRR
Zhangxing Bian, Shuwen Wei, Yihao Liu, Junyu Chen, Jiachen Zhuo, Fangxu Xing, Jonghye Woo, Aaron Carass, Jerry L. Prince
2023 — conf
Rapid Brain Meninges Surface Reconstruction with Layer Topology Guarantee.
ISBI
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
2023 — conf
Recurrent Self Fusion: Iterative Denoising for Consistent Retinal OCT Segmentation.
OMIA@MICCAI
Shuwen Wei, Yihao Liu, Zhangxing Bian, Yuli Wang, Lianrui Zuo, Peter A. Calabresi, Shiv Saidha, Jerry L. Prince, Aaron Carass
2023 B conf
Segmenting thalamic nuclei from manifold projections of multi-contrast MRI.
Image Processing
Chang Yan, Muhan Shao, Zhangxing Bian, Anqi Feng, Yuan Xue, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince
2023 J jnl
Segmenting thalamic nuclei from manifold projections of multi-contrast MRI.
CoRR
Chang Yan, Muhan Shao, Zhangxing Bian, Anqi Feng, Yuan Xue, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince
2023 — conf
Self-Supervised Super-Resolution for Anisotropic MR Images with and Without Slice Gap.
SASHIMI@MICCAI
Samuel W. Remedios, Shuo Han, Lianrui Zuo, Aaron Carass, Dzung L. Pham, Jerry L. Prince, Blake E. Dewey
2023 J jnl
Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion.
CoRR
Jinwei Zhang, Lianrui Zuo, Blake E. Dewey, Samuel W. Remedios, Dzung L. Pham, Aaron Carass, Jerry L. Prince
2023 B conf
Unsupervised quality assurance for brain MR image rigid registration using latent shape representation.
Image Processing
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
2022 — conf
Bi-directional Synthesis of Pre- and Post-contrast MRI via Guided Feature Disentanglement.
SASHIMI@MICCAI
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
2022 — conf
Coordinate Translator for Learning Deformable Medical Image Registration.
MMMI@MICCAI
Yihao Liu, Lianrui Zuo, Shuo Han, Yuan Xue, Jerry L. Prince, Aaron Carass
2022 J jnl
Coordinate Translator for Learning Deformable Medical Image Registration.
CoRR
Yihao Liu, Lianrui Zuo, Shuo Han, Jerry L. Prince, Aaron Carass
2022 B conf
Cranial meninges reconstruction based on convolutional networks and deformable models: applications to longitudinal study of normal aging.
Image Processing
Peiyu Duan, Shuo Han, Lianrui Zuo, Yang An, Yihao Liu, Ahmed Alshareef, Junghoon Lee, Aaron Carass, Susan M. Resnick, Jerry L. Prince
2022 — conf
Deep Filter Bank Regression for Super-Resolution of Anisotropic MR Brain Images.
MICCAI (6)
Samuel W. Remedios, Shuo Han, Yuan Xue, Aaron Carass, Trac D. Tran, Dzung L. Pham, Jerry L. Prince
2022 — conf
Deep Learning-Based Segmentation of Pleural Effusion from Ultrasound Using Coordinate Convolutions.
DeCaF/FAIR@MICCAI
Germain Morilhat, Naomi Kifle, Sandra FinesilverSmith, Bram Ruijsink, Vittoria Vergani, Habtamu Tegegne Desita, Zerubabel Tegegne Desita, Esther Puyol-Antón, Aaron Carass, Andrew P. King
2022 J jnl
Deep Learning-based Segmentation of Pleural Effusion From Ultrasound Using Coordinate Convolutions.
CoRR
Germain Morilhat, Naomi Kifle, Sandra FinesilverSmith, Bram Ruijsink, Vittoria Vergani, Habtamu Tegegne Desita, Zerubabel Tegegne Desita, Esther Puyol-Antón, Aaron Carass, Andrew P. King
2022 J jnl
Deep filter bank regression for super-resolution of anisotropic MR brain images.
CoRR
Samuel W. Remedios, Shuo Han, Yuan Xue, Aaron Carass, Trac D. Tran, Dzung L. Pham, Jerry L. Prince
2022 J jnl
Disentangled Representation Learning for OCTA Vessel Segmentation With Limited Training Data.
IEEE Trans. Medical Imaging
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
2022 J jnl
Disentangling A Single MR Modality.
CoRR
Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, Jerry L. Prince, Aaron Carass
2022 — conf
Disentangling a Single MR Modality.
DALI@MICCAI
Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, Jerry L. Prince, Aaron Carass
2022 B conf
Effects of defacing whole head MRI on neuroanalysis.
Image Processing
Chenyu Gao, Linghao Jin, Jerry L. Prince, Aaron Carass
2022 B conf
Evaluating the impact of MR image contrast on whole brain segmentation.
Image Processing
Savannah Hays, Lianrui Zuo, Aaron Carass, Jerry L. Prince
2022 B conf
Evaluating the impact of MR image harmonization on thalamus deep network segmentation.
Image Processing
Muhan Shao, Lianrui Zuo, Aaron Carass, Jiachen Zhuo, Rao P. Gullapalli, Jerry L. Prince
2022 J jnl
HACA3: A Unified Approach for Multi-site MR Image Harmonization.
CoRR
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
2022 — conf
Investigating the effect of ventricle size on brain deformation using computational models.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Ahmed Alshareef, Aaron Carass, Andrew K. Knutsen, Kshitiz Upadhyay, Matthew E. Peters, K. T. Ramesh, Jerry L. Prince
2022 — conf
Multiple Sclerosis brain lesion segmentation with different architecture ensembles.
Biomedical Applications in Molecular, Structural, and Functional Imaging
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
2022 — conf
Relationship between cerebral vasculature and brain stiffness measured using MR elastography.
Biomedical Applications in Molecular, Structural, and Functional Imaging
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
2021 — conf
A Structural Causal Model for MR Images of Multiple Sclerosis.
MICCAI (5)
Jacob C. Reinhold, Aaron Carass, Jerry L. Prince
2021 J jnl
A Structural Causal Model for MR Images of Multiple Sclerosis.
CoRR
Jacob C. Reinhold, Aaron Carass, Jerry L. Prince
2021 B conf
Accurate estimation of total intracranial volume in MRI using a multi-tasked image-to-image translation network.
Image Processing
Mallika Singh, Eleanor Pahl, Shangxian Wang, Aaron Carass, Junghoon Lee, Jerry L. Prince
2021 J jnl
Autoencoder based self-supervised test-time adaptation for medical image analysis.
Medical Image Anal.
Yufan He, Aaron Carass, Lianrui Zuo, Blake E. Dewey, Jerry L. Prince
2021 — conf
Dual-Cycle Constrained Bijective Vae-Gan For Tagged-To-Cine Magnetic Resonance Image Synthesis.
ISBI
Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Aaron Carass, Maureen Stone, Georges El Fakhri, Jonghye Woo
2021 J jnl
Dual-cycle Constrained Bijective VAE-GAN For Tagged-to-Cine Magnetic Resonance Image Synthesis.
CoRR
Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Aaron Carass, Maureen Stone, Georges El Fakhri, Jonghye Woo
2021 B conf
Dynamic palatogram generation from Cine MRI for normalized speech assessment.
Image Processing
Muhan Shao, Aaron Carass, Jiachen Zhuo, Xiao Liang, Dima H. Ghunaim, Maureen L. Stone, Jerry L. Prince
2021 — conf
Information-Based Disentangled Representation Learning for Unsupervised MR Harmonization.
IPMI
Lianrui Zuo, Blake E. Dewey, Aaron Carass, Yihao Liu, Yufan He, Peter A. Calabresi, Jerry L. Prince
2021 J jnl
Information-based Disentangled Representation Learning for Unsupervised MR Harmonization.
CoRR
Lianrui Zuo, Blake E. Dewey, Aaron Carass, Yihao Liu, Yufan He, Peter A. Calabresi, Jerry L. Prince
2021 — conf
Joint Image and Label Self-super-Resolution.
SASHIMI@MICCAI
Samuel W. Remedios, Shuo Han, Blake E. Dewey, Dzung L. Pham, Jerry L. Prince, Aaron Carass
2021 B conf
Label super resolution for 3D magnetic resonance images using deformable U-net.
Image Processing
Di Liu, Jiang Liu, Yihao Liu, Ran Tao, Jerry L. Prince, Aaron Carass
2021 — conf
MR Slice Profile Estimation by Learning to Match Internal Patch Distributions.
IPMI
Shuo Han, Samuel Remedios, Aaron Carass, Michael Schär, Jerry L. Prince
2021 J jnl
MR Slice Profile Estimation by Learning to Match Internal Patch Distributions.
CoRR
Shuo Han, Samuel Remedios, Aaron Carass, Michael Schär, Jerry L. Prince
2021 B conf
Reconstruction and refinement of crossing muscle fibers in the human tongue.
Image Processing
Muhan Shao, Arnold D. Gomez, Jiachen Zhuo, Xiao Liang, Maureen Stone, Aaron Carass, Jerry L. Prince
2021 — conf
Slice Profile Estimation From 2D MRI Acquisition Using Generative Adversarial Networks.
ISBI
Shuo Han, Aaron Carass, Michael Schär, Peter A. Calabresi, Jerry L. Prince
2021 J jnl
Structured layer surface segmentation for retina OCT using fully convolutional regression networks.
Medical Image Anal.
Yufan He, Aaron Carass, Yihao Liu, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2021 B conf
Thalamus segmentation using convolutional neural networks.
Image Processing
Shangxian L. Wang, Shuo Han, Aaron Carass, Jiachen Zhuo, Steve Roys, Rao P. Gullapalli, Li Jiang, Jerry L. Prince
2021 J jnl
Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory.
NeuroImage
Lianrui Zuo, Blake E. Dewey, Yihao Liu, Yufan He, Scott D. Newsome, Ellen M. Mowry, Susan M. Resnick, Jerry L. Prince, Aaron Carass
2020 — conf
A Disentangled Latent Space for Cross-Site MRI Harmonization.
MICCAI (7)
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
2020 B conf
Adversarial domain adaptation for multi-device retinal OCT segmentation.
Image Processing
Yufan He, Aaron Carass, Yihao Liu, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2020 J jnl
Automatic cerebellum anatomical parcellation using U-Net with locally constrained optimization.
NeuroImage
Shuo Han, Aaron Carass, Yufan He, Jerry L. Prince
2020 B conf
Finding novelty with uncertainty.
Image Processing
Jacob C. Reinhold, Yufan He, Shizhong Han, Yunqiang Chen, Dashan Gao, Junghoon Lee, Jerry L. Prince, Aaron Carass
2020 J jnl
Finding novelty with uncertainty.
CoRR
Jacob C. Reinhold, Yufan He, Shizhong Han, Yunqiang Chen, Dashan Gao, Junghoon Lee, Jerry L. Prince, Aaron Carass
2020 — conf
Inhomogeneity Correction in Magnetic Resonance Images Using Deep Image Priors.
MLMI@MICCAI
Shuo Han, Jerry L. Prince, Aaron Carass
2020 J jnl
Longitudinal analysis of regional cerebellum volumes during normal aging.
NeuroImage
Shuo Han, Yang An, Aaron Carass, Jerry L. Prince, Susan M. Resnick
2020 B conf
Reflection-equivariant convolutional neural networks improve segmentation over reflection augmentation.
Image Processing
Shuo Han, Jerry L. Prince, Aaron Carass
2020 B conf
Segmenting retinal OCT images with inter-B-scan and longitudinal information.
Image Processing
Yufan He, Aaron Carass, Yihao Liu, Angeliki Filippatou, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2020 — conf
Self Domain Adapted Network.
MICCAI (1)
Yufan He, Aaron Carass, Lianrui Zuo, Blake E. Dewey, Jerry L. Prince
2020 J jnl
Self domain adapted network.
CoRR
Yufan He, Aaron Carass, Lianrui Zuo, Blake E. Dewey, Jerry L. Prince
2020 — conf
Synthesizing Realistic Brain MR Images with Noise Control.
SASHIMI@MICCAI
Lianrui Zuo, Blake E. Dewey, Aaron Carass, Yufan He, Muhan Shao, Jacob C. Reinhold, Jerry L. Prince
2020 J jnl
Unsupervised MR-to-CT Synthesis Using Structure-Constrained CycleGAN.
IEEE Trans. Medical Imaging
Heran Yang, Jian Sun, Aaron Carass, Can Zhao, Junghoon Lee, Jerry L. Prince, Zongben Xu
2020 — conf
Validating Uncertainty in Medical Image Translation.
ISBI
Jacob C. Reinhold, Yufan He, Shizhong Han, Yunqiang Chen, Dashan Gao, Junghoon Lee, Jerry L. Prince, Aaron Carass
2020 J jnl
Validating uncertainty in medical image translation.
CoRR
Jacob C. Reinhold, Yufan He, Shizhong Han, Yunqiang Chen, Dashan Gao, Junghoon Lee, Jerry L. Prince, Aaron Carass
2020 B conf
Variational intensity cross channel encoder for unsupervised vessel segmentation on OCT angiography.
Image Processing
Yihao Liu, Lianrui Zuo, Aaron Carass, Yufan He, Angeliki Filippatou, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2019 B conf
Automatic quality control using hierarchical shape analysis for cerebellum parcellation.
Image Processing
Lianrui Zuo, Shuo Han, Aaron Carass, Sarah H. Ying, Chiadikaobi U. Onyike, Jerry L. Prince
2019 B conf
Cerebellum parcellation with convolutional neural networks.
Image Processing
Shuo Han, Yufan He, Aaron Carass, Sarah H. Ying, Jerry L. Prince
2019 B conf
Evaluating the impact of intensity normalization on MR image synthesis.
Image Processing
Jacob C. Reinhold, Blake E. Dewey, Aaron Carass, Jerry L. Prince
2019 — conf
Fully Convolutional Boundary Regression for Retina OCT Segmentation.
MICCAI (1)
Yufan He, Aaron Carass, Yihao Liu, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2019 — conf
Hierarchical Parcellation of the Cerebellum.
MICCAI (3)
Shuo Han, Aaron Carass, Jerry L. Prince
2019 — conf
Projection Artifact Suppression For Inner Retina In Oct Angiography.
ISBI
Yihao Liu, Aaron Carass, Angeliki Filippatou, Yufan He, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2018 — conf
A Deep Learning Based Anti-aliasing Self Super-Resolution Algorithm for MRI.
MICCAI (1)
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
2018 — conf
Automatic outlier detection using hidden Markov model for cerebellar lobule segmentation.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Lianrui Zuo, Aaron Carass, Shuo Han, Jerry L. Prince
2018 J jnl
Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images.
NeuroImage
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
2018 — conf
Cross-Modality Image Synthesis from Unpaired Data Using CycleGAN - Effects of Gradient Consistency Loss and Training Data Size.
SASHIMI@MICCAI
Yuta Hiasa, Yoshito Otake, Masaki Takao, Takumi Matsuoka, Kazuma Takashima, Aaron Carass, Jerry L. Prince, Nobuhiko Sugano, Yoshinobu Sato
2018 — conf
Deep Harmonization of Inconsistent MR Data for Consistent Volume Segmentation.
SASHIMI@MICCAI
Blake E. Dewey, Can Zhao, Aaron Carass, Jiwon Oh, Peter A. Calabresi, Peter C. M. van Zijl, Jerry L. Prince
2018 B conf
Deformable model reconstruction of the subarachnoid space.
Image Processing
Jeffrey Glaister, Muhan Shao, Xiang Li, Aaron Carass, Snehashis Roy, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen
2018 J jnl
Evaluating the Impact of Intensity Normalization on MR Image Synthesis.
CoRR
Jacob C. Reinhold, Blake E. Dewey, Aaron Carass, Jerry L. Prince
2018 — conf
Improving self super resolution in magnetic resonance images.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Sachin Goyal, Can Zhao, Amod Jog, Jerry L. Prince, Aaron Carass
2018 J jnl
Intensity inhomogeneity correction of SD-OCT data using macular flatspace.
Medical Image Anal.
Andrew Lang, Aaron Carass, Bruno M. Jedynak, Sharon D. Solomon, Peter A. Calabresi, Jerry L. Prince
2018 B conf
Inter-scanner variation independent descriptors for constrained diffeomorphic demons registration of retina OCT.
Image Processing
Sureerat Reaungamornrat, Aaron Carass, Yufan He, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2018 — conf
Inverse biomechanical modeling via machine learning and synthetic training data.
Image-Guided Procedures
Aniket A. Tolpadi, Maureen L. Stone, Aaron Carass, Jerry L. Prince, Arnold D. Gomez
2018 J jnl
Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions.
CoRR
Lena Maier-Hein, Matthias Eisenmann, Annika Reinke, Sinan Onogur, Marko Stankovic, Patrick Scholz, Tal Arbel, Hrvoje Bogunovic, Andrew P. Bradley, Aaron Carass, Carolin Feldmann, Alejandro F. Frangi, Peter M. Full, Bram van Ginneken, Allan Hanbury, Katrin Honauer, Michal Kozubek, Bennett A. Landman, Keno März, Oskar Maier, Klaus H. Maier-Hein, Bjoern H. Menze, Henning Müller, Peter F. Neher, Wiro J. Niessen, Nasir M. Rajpoot, Gregory C. Sharp, Korsuk Sirinukunwattana, Stefanie Speidel, Christian Stock, Danail Stoyanov, Abdel Aziz Taha, Fons van der Sommen, Ching-Wei Wang, Marc-André Weber, Guoyan Zheng, Pierre Jannin, Annette Kopp-Schneider
2018 — conf
Multi-atlas segmentation of the hydrocephalus brain using an adaptive ventricle atlas.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Muhan Shao, Aaron Carass, Xiang Li, Blake E. Dewey, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen
2018 — conf
Multi-layer fast level set segmentation for macular OCT.
ISBI
Yihao Liu, Aaron Carass, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2018 J jnl
Self Super-Resolution for Magnetic Resonance Images using Deep Networks.
CoRR
Can Zhao, Aaron Carass, Blake E. Dewey, Jerry L. Prince
2018 — conf
Self super-resolution for magnetic resonance images using deep networks.
ISBI
Can Zhao, Aaron Carass, Blake E. Dewey, Jerry L. Prince
2018 — conf
Shortcomings of Ventricle Segmentation Using Deep Convolutional Networks.
MLCN/DLF/iMIMIC@MICCAI
Muhan Shao, Shuo Han, Aaron Carass, Xiang Li, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen
2018 J jnl
Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks.
CoRR
Yufan He, Aaron Carass, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2018 — conf
Unpaired Brain MR-to-CT Synthesis Using a Structure-Constrained CycleGAN.
DLMIA/ML-CDS@MICCAI
Heran Yang, Jian Sun, Aaron Carass, Can Zhao, Junghoon Lee, Zongben Xu, Jerry L. Prince
2018 J jnl
Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN.
CoRR
Heran Yang, Jian Sun, Aaron Carass, Can Zhao, Junghoon Lee, Zongben Xu, Jerry L. Prince
2017 — conf
A Supervoxel Based Random Forest Synthesis Framework for Bidirectional MR/CT Synthesis.
SASHIMI@MICCAI
Can Zhao, Aaron Carass, Junghoon Lee, Amod Jog, Jerry L. Prince
2017 — conf
Automatic falx cerebri and tentorium cerebelli segmentation from magnetic resonance images.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Jeffrey Glaister, Aaron Carass, Dzung L. Pham, John A. Butman, Jerry L. Prince
2017 J jnl
Cross contrast multi-channel image registration using image synthesis for MR brain images.
Medical Image Anal.
Min Chen, Aaron Carass, Amod Jog, Junghoon Lee, Snehashis Roy, Jerry L. Prince
2017 — conf
Dice Overlap Measures for Objects of Unknown Number: Application to Lesion Segmentation.
BrainLes@MICCAI
Ipek Oguz, Aaron Carass, Dzung L. Pham, Snehashis Roy, Nagesh Subbana, Peter A. Calabresi, Paul A. Yushkevich, Russell T. Shinohara, Jerry L. Prince
2017 — conf
Efficient multi-atlas registration using an intermediate template image.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Blake E. Dewey, Aaron Carass, Ari M. Blitz, Jerry L. Prince
2017 — conf
Falx Cerebri Segmentation via Multi-atlas Boundary Fusion.
MICCAI (1)
Jeffrey Glaister, Aaron Carass, Dzung L. Pham, John A. Butman, Jerry L. Prince
2017 — conf
Improving graph-based OCT segmentation for severe pathology in retinitis pigmentosa patients.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Andrew Lang, Aaron Carass, Ava K. Bittner, Howard S. Ying, Jerry L. Prince
2017 — conf
Longitudinal analysis of mouse SDOCT volumes.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Bhavna Josephine Antony, Aaron Carass, Andrew Lang, Byung-Jin Kim, Donald J. Zack, Jerry L. Prince
2017 J jnl
Longitudinal multiple sclerosis lesion segmentation: Resource and challenge.
NeuroImage
Aaron Carass, Snehashis Roy, Amod Jog, Jennifer L. Cuzzocreo, Elizabeth M. Sweeney, Adrian Gherman, Julia Button, James Nguyen, Ferran Prados, Carole H. Sudre, Manuel Jorge Cardoso, Niamh Cawley, Olga Ciccarelli, Claudia A. M. Wheeler-Kingshott, Sébastien Ourselin, Laurence Catanese, Hrishikesh Deshpande, Pierre Maurel, Olivier Commowick, Christian Barillot, Xavier Tomas-Fernandez
2017 B conf
Multi-atlas-based CT synthesis from conventional MRI with patch-based refinement for MRI-based radiotherapy planning.
Image Processing
Junghoon Lee, Aaron Carass, Amod Jog, Can Zhao, Jerry L. Prince
2017 J jnl
Random forest regression for magnetic resonance image synthesis.
Medical Image Anal.
Amod Jog, Aaron Carass, Snehashis Roy, Dzung L. Pham, Jerry L. Prince
2017 J jnl
Thalamus segmentation using multi-modal feature classification: Validation and pilot study of an age-matched cohort.
NeuroImage
Jeffrey Glaister, Aaron Carass, Tziona NessAiver, Joshua V. Stough, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2017 — conf
Towards Topological Correct Segmentation of Macular OCT from Cascaded FCNs.
FIFI/OMIA@MICCAI
Yufan He, Aaron Carass, Yeyi Yun, Can Zhao, Bruno M. Jedynak, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2017 — conf
Whole Brain Parcellation with Pathology: Validation on Ventriculomegaly Patients.
Patch-MI@MICCAI
Aaron Carass, Muhan Shao, Xiang Li, Blake Dewey, Ari Blitz, Snehashis Roy, Dzung L. Pham, Jerry L. Prince, Lotta Maria Ellingsen
2017 — conf
Whole Brain Segmentation and Labeling from CT Using Synthetic MR Images.
MLMI@MICCAI
Can Zhao, Aaron Carass, Junghoon Lee, Yufan He, Jerry L. Prince
2016 — conf
A toolbox to visually explore cerebellar shape changes in cerebellar disease and dysfunction.
Computer-Aided Diagnosis
Sayed Mazdak Abulnaga, Zhen Yang, Aaron Carass, Kalyani Kansal, Bruno M. Jedynak, Chiadi U. Onyike, Sarah H. Ying, Jerry L. Prince
2016 J jnl
Automated cerebellar lobule segmentation with application to cerebellar structural analysis in cerebellar disease.
NeuroImage
Zhen Yang, Chuyang Ye, John A. Bogovic, Aaron Carass, Bruno M. Jedynak, Sarah H. Ying, Jerry L. Prince
2016 B conf
Combined registration and motion correction of longitudinal retinal OCT data.
Image Processing
Andrew Lang, Aaron Carass, Omar Al-Louzi, Pavan Bhargava, Sharon D. Solomon, Peter A. Calabresi, Jerry L. Prince
2016 B conf
Combining multi-atlas segmentation with brain surface estimation.
Image Processing
Yuankai Huo, Aaron Carass, Susan M. Resnick, Dzung L. Pham, Jerry L. Prince, Bennett A. Landman
2016 J jnl
Consistent cortical reconstruction and multi-atlas brain segmentation.
NeuroImage
Yuankai Huo, Andrew J. Plassard, Aaron Carass, Susan M. Resnick, Dzung L. Pham, Jerry L. Prince, Bennett A. Landman
2016 B conf
Effects of spatial resolution on image registration.
Image Processing
Can Zhao, Aaron Carass, Amod Jog, Jerry L. Prince
2016 — conf
Intensity inhomogeneity correction of macular OCT using N3 and retinal flatspace.
ISBI
Andrew Lang, Aaron Carass, Bruno M. Jedynak, Sharon D. Solomon, Peter A. Calabresi, Jerry L. Prince
2016 B conf
Landmark based shape analysis for cerebellar ataxia classification and cerebellar atrophy pattern visualization.
Image Processing
Zhen Yang, Sayed Mazdak Abulnaga, Aaron Carass, Kalyani Kansal, Bruno M. Jedynak, Chiadi Onyike, Sarah H. Ying, Jerry L. Prince
2016 B conf
Quality assurance using outlier detection on an automatic segmentation method for the cerebellar peduncles.
Image Processing
Ke Li, Chuyang Ye, Zhen Yang, Aaron Carass, Sarah H. Ying, Jerry L. Prince
2016 B conf
Segmentation and labeling of the ventricular system in normal pressure hydrocephalus using patch-based tissue classification and multi-atlas labeling.
Image Processing
Lotta Maria Ellingsen, Snehashis Roy, Aaron Carass, Ari Blitz, Dzung L. Pham, Jerry L. Prince
2016 B conf
Segmentation of thalamus from MR images via task-driven dictionary learning.
Image Processing
Luoluo Liu, Jeffrey Glaister, Xiaoxia Sun, Aaron Carass, Trac D. Tran, Jerry L. Prince
2016 — conf
Self Super-Resolution for Magnetic Resonance Images.
MICCAI (3)
Amod Jog, Aaron Carass, Jerry L. Prince
2016 B conf
Simultaneous segmentation of retinal surfaces and microcystic macular edema in SDOCT volumes.
Image Processing
Bhavna Josephine Antony, Andrew Lang, Emily K. Swingle, Omar Al-Louzi, Aaron Carass, Sharon D. Solomon, Peter A. Calabresi, Shiv Saidha, Jerry L. Prince
2016 B conf
Thalamus parcellation using multi-modal feature classification and thalamic nuclei priors.
Image Processing
Jeffrey Glaister, Aaron Carass, Joshua V. Stough, Peter A. Calabresi, Jerry L. Prince
2016 — conf
Voxel based morphometry in optical coherence tomography: validation and core findings.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Bhavna Josephine Antony, Min Chen, Aaron Carass, Bruno M. Jedynak, Omar Al-Louzi, Sharon D. Solomon, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince
2015 J jnl
Deformation field correction for spatial normalization of PET images.
NeuroImage
Murat Bilgel, Aaron Carass, Susan M. Resnick, Dean F. Wong, Jerry L. Prince
2015 — conf
Longitudinal Patch-Based Segmentation of Multiple Sclerosis White Matter Lesions.
MLMI
Snehashis Roy, Aaron Carass, Jerry L. Prince, Dzung L. Pham
2015 B conf
Longitudinal graph-based segmentation of macular OCT using fundus alignment.
Image Processing
Andrew Lang, Aaron Carass, Omar Al-Louzi, Pavan Bhargava, Howard S. Ying, Peter A. Calabresi, Jerry L. Prince
2015 J jnl
MR image synthesis by contrast learning on neighborhood ensembles.
Medical Image Anal.
Amod Jog, Aaron Carass, Snehashis Roy, Dzung L. Pham, Jerry L. Prince
2015 J jnl
MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans.
Comput. Intell. Neurosci.
Adriënne M. Mendrik, Koen L. Vincken, Hugo J. Kuijf, Marcel Breeuwer, Willem H. Bouvy, Jeroen de Bresser, Amir Alansary, Marleen de Bruijne, Aaron Carass, Ayman El-Baz, Amod Jog, Ranveer Katyal, Ali R. Khan, Fedde van der Lijn, Qaiser Mahmood, Ryan Mukherjee, Annegreet van Opbroek, Sahil Paneri, Sérgio Pereira, Mikael Persson, Martin Rajchl, Duygu Sarikaya, Örjan Smedby, Carlos A. Silva, Henri A. Vrooman, Saurabh Vyas, Chunliang Wang, Liang Zhao, Geert Jan Biessels, Max A. Viergever
2015 B conf
Multi-output decision trees for lesion segmentation in multiple sclerosis.
Image Processing
Amod Jog, Aaron Carass, Dzung L. Pham, Jerry L. Prince
2015 — conf
Segmentation of microcystic macular edema in Cirrus OCT scans with an exploratory longitudinal study.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Emily K. Swingle, Andrew Lang, Aaron Carass, Omar Al-Louzi, Shiv Saidha, Jerry L. Prince, Peter A. Calabresi
2015 J jnl
Subject-Specific Sparse Dictionary Learning for Atlas-Based Brain MRI Segmentation.
IEEE J. Biomed. Health Informatics
Snehashis Roy, Qing He, Elizabeth M. Sweeney, Aaron Carass, Daniel S. Reich, Jerry L. Prince, Dzung L. Pham
2015 — conf
Tree-Encoded Conditional Random Fields for Image Synthesis.
IPMI
Amod Jog, Aaron Carass, Dzung L. Pham, Jerry L. Prince
2015 B conf
Using image synthesis for multi-channel registration of different image modalities.
Image Processing
Min Chen, Amog Jog, Aaron Carass, Jerry L. Prince
2014 — conf
A Bayesian Approach to Distinguishing Interdigitated Muscles in the Tongue from Limited Diffusion Weighted Imaging.
BAMBI
Chuyang Ye, Aaron Carass, Emi Z. Murano, Maureen L. Stone, Jerry L. Prince
2014 B conf
An adaptive grid for graph-based segmentation in retinal OCT.
Image Processing
Andrew Lang, Aaron Carass, Peter A. Calabresi, Howard S. Ying, Jerry L. Prince
2014 — conf
Automatic Method for Thalamus Parcellation Using Multi-modal Feature Classification.
MICCAI (3)
Joshua V. Stough, Jeffrey Glaister, Chuyang Ye, Sarah H. Ying, Jerry L. Prince, Aaron Carass
2014 — conf
Deep Learning for Cerebellar Ataxia Classification and Functional Score Regression.
MLMI
Zhen Yang, Shenghua Zhong, Aaron Carass, Sarah H. Ying, Jerry L. Prince
2014 — conf
Deformation Field Correction for Spatial Normalization of PET Images Using a Population-Derived Partial Least Squares Model.
MLMI
Murat Bilgel, Aaron Carass, Susan M. Resnick, Dean F. Wong, Jerry L. Prince
2014 B conf
Example based lesion segmentation.
Image Processing
Snehashis Roy, Qing He, Aaron Carass, Amod Jog, Jennifer L. Cuzzocreo, Daniel S. Reich, Jerry L. Prince, Dzung L. Pham
2014 — conf
Improving magnetic resonance resolution with supervised learning.
ISBI
Amod Jog, Aaron Carass, Jerry L. Prince
2014 B conf
MR to CT registration of brains using image synthesis.
Image Processing
Snehashis Roy, Aaron Carass, Amod Jog, Jerry L. Prince, Junghoon Lee
2014 — conf
Random forest FLAIR reconstruction from T1, T2, and PD-weighted MRI.
ISBI
Amod Jog, Aaron Carass, Dzung L. Pham, Jerry L. Prince
2014 — conf
Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI Segmentation.
MLMI
Snehashis Roy, Aaron Carass, Jerry L. Prince, Dzung L. Pham
2013 — conf
Atlas Based Intensity Transformation of Brain MR Images.
MBIA
Snehashis Roy, Amod Jog, Aaron Carass, Jerry L. Prince
2013 B conf
Automated anatomical labeling of the cerebral arteries using belief propagation.
Image Processing
Murat Bilgel, Snehashis Roy, Aaron Carass, Paul A. Nyquist, Jerry L. Prince
2013 B conf
Automatic cell segmentation in fluorescence images of confluent cell monolayers using multi-object geometric deformable model.
Image Processing
Zhen Yang, John A. Bogovic, Aaron Carass, Mao Ye, Peter C. Searson, Jerry L. Prince
2013 J jnl
Automatic magnetic resonance spinal cord segmentation with topology constraints for variable fields of view.
NeuroImage
Min Chen, Aaron Carass, Jiwon Oh, Govind Nair, Dzung L. Pham, Daniel S. Reich, Jerry L. Prince
2013 — conf
Covariance shrinking in active shape models with application to gyral labeling of the cerebral cortex.
ISBI
Zhen Yang, Aaron Carass, Jerry L. Prince
2013 — conf
Deformable registration of macular oct using a-mode scan similarity.
ISBI
Min Chen, Andrew Lang, Elias Sotirchos, Howard S. Ying, Peter A. Calabresi, Jerry L. Prince, Aaron Carass
2013 — conf
Longitudinal intensity normalization in the presence of multiple sclerosis lesions.
ISBI
Snehashis Roy, Aaron Carass, Navid Shiee, Dzung L. Pham, Peter A. Calabresi, Daniel S. Reich, Jerry L. Prince
2013 B conf
Longitudinal intensity normalization of magnetic resonance images using patches.
Image Processing
Snehashis Roy, Aaron Carass, Jerry L. Prince
2013 J jnl
Magnetic Resonance Image Example-Based Contrast Synthesis.
IEEE Trans. Medical Imaging
Snehashis Roy, Aaron Carass, Jerry L. Prince
2013 — conf
Magnetic resonance image synthesis through patch regression.
ISBI
Amod Jog, Snehashis Roy, Aaron Carass, Jerry L. Prince
2013 — conf
Patch based intensity normalization of brain MR images.
ISBI
Snehashis Roy, Aaron Carass, Jerry L. Prince
2013 B conf
Pulse sequence based multi-acquisition MR intensity normalization.
Image Processing
Amod Jog, Snehashis Roy, Aaron Carass, Jerry L. Prince
2013 B conf
Segmentation of retinal OCT images using a random forest classifier.
Image Processing
Andrew Lang, Aaron Carass, Elias Sotirchos, Peter A. Calabresi, Jerry L. Prince
2013 J jnl
System for Integrated Neuroimaging Analysis and Processing of Structure.
Neuroinformatics
Bennett A. Landman, John A. Bogovic, Aaron Carass, Min Chen, Snehashis Roy, Navid Shiee, Zhen Yang, Bhaskar Kishore, Dzung L. Pham, Pierre-Louis Bazin, Susan M. Resnick, Jerry L. Prince
2013 B conf
Voxel-wise displacement as independent features in classification of multiple sclerosis.
Image Processing
Min Chen, Aaron Carass, Daniel S. Reich, Peter A. Calabresi, Dzung L. Pham, Jerry L. Prince
2012 — conf
Automatic sulcal curve extraction with MRF based shape prior.
ISBI
Zhen Yang, Aaron Carass, Jerry L. Prince
2012 J jnl
Consistent segmentation using a Rician classifier.
Medical Image Anal.
Snehashis Roy, Aaron Carass, Pierre-Louis Bazin, Susan M. Resnick, Jerry L. Prince
2012 B conf
Simultaneous cortical surface labeling and sulcal curve extraction.
Image Processing
Zhen Yang, Aaron Carass, Chen Chen, Jerry L. Prince
2012 — conf
Topology preserving brain tissue segmentation using graph cuts.
MMBIA
Xinyang Liu, Pierre-Louis Bazin, Aaron Carass, Jerry L. Prince
2011 — conf
A Compressed Sensing Approach for MR Tissue Contrast Synthesis.
IPMI
Snehashis Roy, Aaron Carass, Jerry L. Prince
2011 — conf
Compressed sensing based intensity non-uniformity correction.
ISBI
Snehashis Roy, Aaron Carass, Jerry L. Prince
2011 B conf
Distance transforms in multi channel MR image registration.
Image Processing
Min Chen, Aaron Carass, John A. Bogovic, Pierre-Louis Bazin, Jerry L. Prince
2011 B conf
Intensity inhomogeneity correction of magnetic resonance images using patches.
Image Processing
Snehashis Roy, Aaron Carass, Pierre-Louis Bazin, Jerry L. Prince
2011 J jnl
Simple paradigm for extra-cerebral tissue removal: Algorithm and analysis.
NeuroImage
Aaron Carass, Jennifer L. Cuzzocreo, M. Bryan Wheeler, Pierre-Louis Bazin, Susan M. Resnick, Jerry L. Prince
2011 — conf
Topology preserving automatic segmentation of the spinal cord in magnetic resonance images.
ISBI
Min Chen, Aaron Carass, Jennifer L. Cuzzocreo, Pierre-Louis Bazin, Daniel S. Reich, Jerry L. Prince
2010 J jnl
Erratum to: The Java Image Science Toolkit (JIST) for Rapid Prototyping and Publishing of Neuroimaging Software.
Neuroinformatics
Blake C. Lucas, John A. Bogovic, Aaron Carass, Pierre-Louis Bazin, Jerry L. Prince, Dzung L. Pham, Bennett A. Landman
2010 J jnl
Longitudinal changes in cortical thickness associated with normal aging.
NeuroImage
Madhav Thambisetty, Jing Wan, Aaron Carass, Yang An, Jerry L. Prince, Susan M. Resnick
2010 — conf
MR contrast synthesis for lesion segmentation.
ISBI
Snehashis Roy, Aaron Carass, Navid Shiee, Dzung L. Pham, Jerry L. Prince
2010 B conf
Synthesizing MR contrast and resolution through a patch matching technique.
Image Processing
Snehashis Roy, Aaron Carass, Jerry L. Prince
2010 J jnl
The Java Image Science Toolkit (JIST) for Rapid Prototyping and Publishing of Neuroimaging Software.
Neuroinformatics
Blake C. Lucas, John A. Bogovic, Aaron Carass, Pierre-Louis Bazin, Jerry L. Prince, Dzung L. Pham, Bennett A. Landman
2009 — conf
A Rician Mixture Model Classification Algorithm for Magnetic Resonance Images.
ISBI
Snehashis Roy, Aaron Carass, Pierre-Louis Bazin, Jerry L. Prince
2008 — conf
Automated reliable labeling of the cortical surface.
ISBI
Jing Wan, Aaron Carass, Susan M. Resnick, Jerry L. Prince
2008 — conf
Automatically identifying white matter tracts using cortical labels.
ISBI
John A. Bogovic, Aaron Carass, Jing Wan, Bennett A. Landman, Jerry L. Prince
2008 — conf
Fuzzy c-means with variable compactness.
ISBI
Snehashis Roy, Harsh K. Agarwal, Aaron Carass, Ying Bai, Dzung L. Pham, Jerry L. Prince
2007 — conf
A Joint Registration and Segmentation Approach to Skull Stripping.
ISBI
Aaron Carass, M. Bryan Wheeler, Jennifer L. Cuzzocreo, Pierre-Louis Bazin, Susan S. Bassett, Jerry L. Prince
2006 — conf
Automatic estimation of midsagittal plane and AC-PC alignment on nonrigid registration.
ISBI
Prasanna Anbazhagan, Aaron Carass, Pierre-Louis Bazin, Jerry L. Prince