Samuel W. Remedios

41 papers B 5Journal 20Unranked 15
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 — ed.
Simulation and Synthesis in Medical Imaging - 10th International Workshop, SASHIMI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings
SASHIMI@MICCAI 2025
Virginia Fernandez, David Wiesner, Lianrui Zuo, Adrià Casamitjana, Samuel W. Remedios
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
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 — conf
Measuring Impact of Super-Resolution on Spinal Cord MRI Scans: Lesion Detection Sensitivity, Variability, and Clinical Impact.
ISBI
Greyson A. Wintergerst, Samuel W. Remedios, Allen T. Newton, Seth A. Smith, Bennett A. Landman, Kurt G. Schilling
2025 — conf
Segmenting Thalamic Nuclei: $\mathrm {T_1}$ Maps Provide a Reliable and Efficient Solution.
iMIMIC@MICCAI
Anqi Feng, Zhangxing Bian, Samuel W. Remedios, Savannah Hays, Blake E. Dewey, Jiachen Zhuo, Dan Benjamini, Jerry L. Prince
2025 J jnl
Segmenting Thalamic Nuclei: T1 Maps Provide a Reliable and Efficient Solution.
CoRR
Anqi Feng, Zhangxing Bian, Samuel W. Remedios, Savannah Hays, Blake E. Dewey, Jiachen Zhuo, Dan Benjamini, Jerry L. Prince
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
Data-driven Nucleus Subclassification on Colon H&E using Style-transferred Digital Pathology.
CoRR
Lucas W. Remedios, Shunxing Bao, Samuel W. Remedios, Ho Hin Lee, Leon Y. Cai, Thomas Z. Li, Ruining Deng, Nancy R. Newlin, Adam M. Saunders, Can Cui, Jia Li, Qi Liu, Ken S. Lau, Joseph T. Roland, Mary K. Washington, Lori A. Coburn, Keith T. Wilson, Yuankai Huo, Bennett A. Landman
2024 J jnl
Influence of Early through Late Fusion on Pancreas Segmentation from Imperfectly Registered Multimodal MRI.
CoRR
Lucas W. Remedios, Han Liu, Samuel W. Remedios, Lianrui Zuo, Adam M. Saunders, Shunxing Bao, Yuankai Huo, Alvin C. Powers, John Virostko, Bennett A. Landman
2024 J jnl
Nucleus subtype classification using inter-modality learning.
CoRR
Lucas W. Remedios, Shunxing Bao, Samuel W. Remedios, Ho Hin Lee, Leon Y. Cai, Thomas Z. Li, Ruining Deng, Can Cui, Jia Li, Qi Liu, Ken S. Lau, Joseph T. Roland, Mary K. Washington, Lori A. Coburn, Keith T. Wilson, Yuankai Huo, Bennett A. Landman
2024 J jnl
Super-Resolution Multi-Contrast Unbiased Eye Atlases With Deep Probabilistic Refinement.
CoRR
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
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
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 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 J jnl
Exploring shared memory architectures for end-to-end gigapixel deep learning.
CoRR
Lucas W. Remedios, Leon Y. Cai, Samuel W. Remedios, Karthik Ramadass, Aravind R. Krishnan, Ruining Deng, Can Cui, Shunxing Bao, Lori A. Coburn, Yuankai Huo, Bennett A. Landman
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
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 B conf
Automatic classification of MRI contrasts using a deep Siamese network and one-shot learning.
Image Processing
Yi-Yu Chou, Samuel W. Remedios, John A. Butman, Dzung L. Pham
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
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 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 B conf
Efficient quality control with mixed CT and CTA datasets.
Image Processing
Lucas W. Remedios, Leon Y. Cai, Colin B. Hansen, Samuel W. Remedios, Bennett A. Landman
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
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
2020 — conf
Federated Gradient Averaging for Multi-Site Training with Momentum-Based Optimizers.
DART/DCL@MICCAI
Samuel W. Remedios, John A. Butman, Bennett A. Landman, Dzung L. Pham
2020 B conf
Generalizing deep whole brain segmentation for pediatric and post-contrast MRI with augmented transfer learning.
Image Processing
Camilo Bermudez, Justin A. Blaber, Samuel W. Remedios, Jess E. Reynolds, Catherine Lebel, Maureen McHugo, Stephan Heckers, Yuankai Huo, Bennett A. Landman
2019 J jnl
Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection.
CoRR
Samuel W. Remedios, Zihao Wu, Camilo Bermudez, Cailey I. Kerley, Snehashis Roy, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
2019 J jnl
Generalizing Deep Whole Brain Segmentation for Pediatric and Post-Contrast MRI with Augmented Transfer Learning.
CoRR
Camilo Bermudez, Justin A. Blaber, Samuel W. Remedios, Jess E. Reynolds, Catherine Lebel, Maureen McHugo, Stephan Heckers, Yuankai Huo, Bennett A. Landman