Lianrui Zuo

54 papers B 8Journal 28Unranked 15
YearRankTypeTitle / Venue / Authors
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
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 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 J jnl
Beyond the Lungs: Extending the Field of View in Chest CT with Latent Diffusion Models.
CoRR
Lianrui Zuo, Kaiwen Xu, Dingjie Su, Xin Yu, Aravind R. Krishnan, Yihao Liu, Shunxing Bao, Thomas Z. Li, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman
2025 J jnl
Characterizing Continuous and Discrete Hybrid Latent Spaces for Structural Connectomes.
CoRR
Gaurav Rudravaram, Lianrui Zuo, Adam M. Saunders, Michael E. Kim, Praitayini Kanakaraj, Nancy R. Newlin, Aravind R. Krishnan, Elyssa M. McMaster, Chloe Cho, Susan M. Resnick, Lori L. Beason-Held, Derek B. Archer, Timothy J. Hohman, Daniel Moyer, Bennett A. Landman
2025 J jnl
Investigating the impact of kernel harmonization and deformable registration on inspiratory and expiratory chest CT images for people with COPD.
CoRR
Aravind R. Krishnan, Yihao Liu, Kaiwen Xu, Michael E. Kim, Lucas W. Remedios, Gaurav Rudravaram, Adam M. Saunders, Bradley W. Richmond, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman, Lianrui Zuo
2025 J jnl
MetaVoxel: Joint Diffusion Modeling of Imaging and Clinical Metadata.
CoRR
Yihao Liu, Chenyu Gao, Lianrui Zuo, Michael E. Kim, Brian D. Boyd, Lisa L. Barnes, Walter Kukull, Lori L. Beason-Held, Susan M. Resnick, Timothy J. Hohman, Warren D. Taylor, Bennett A. Landman
2025 J jnl
Multipath cycleGAN for harmonization of paired and unpaired low-dose lung computed tomography reconstruction kernels.
CoRR
Aravind R. Krishnan, Thomas Z. Li, Lucas W. Remedios, Michael E. Kim, Chenyu Gao, Gaurav Rudravaram, Elyssa M. McMaster, Adam M. Saunders, Shunxing Bao, Kaiwen Xu, Lianrui Zuo, Kim L. Sandler, Fabien Maldonado, Yuankai Huo, Bennett A. Landman
2025 J jnl
Pitfalls of defacing whole-head MRI: re-identification risk with diffusion models and compromised research potential.
Comput. Biol. Medicine
Chenyu Gao, Kaiwen Xu, Michael E. Kim, Lianrui Zuo, Zhiyuan Li, Derek B. Archer, Timothy J. Hohman, Ann Zenobia Moore, Luigi Ferrucci, Lori L. Beason-Held, Susan M. Resnick, Christos Davatzikos, Jerry L. Prince, Bennett A. Landman
2025 J jnl
Pitfalls of defacing whole-head MRI: re-identification risk with diffusion models and compromised research potential.
CoRR
Chenyu Gao, Kaiwen Xu, Michael E. Kim, Lianrui Zuo, Zhiyuan Li, Derek B. Archer, Timothy J. Hohman, Ann Zenobia Moore, Luigi Ferrucci, Lori L. Beason-Held, Susan M. Resnick, Christos Davatzikos, Jerry L. Prince, Bennett A. Landman
2025 J jnl
Robust Body Composition Analysis by Generating 3D CT Volumes from Limited 2D Slices.
CoRR
Lianrui Zuo, Xin Yu, Dingjie Su, Kaiwen Xu, Aravind R. Krishnan, Yihao Liu, Shunxing Bao, Fabien Maldonado, Luigi Ferrucci, Bennett A. Landman
2025 J jnl
Self-supervised learning of imaging and clinical signatures using a multimodal joint-embedding predictive architecture.
CoRR
Thomas Z. Li, Aravind R. Krishnan, Lianrui Zuo, John M. Still, Kim L. Sandler, Fabien Maldonado, Thomas A. Lasko, Bennett A. Landman
2025 — ed.
Simulation and Synthesis in Medical Imaging - 9th International Workshop, SASHIMI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings
SASHIMI@MICCAI
Virginia Fernandez, Jelmer M. Wolterink, David Wiesner, Samuel Remedios, Lianrui Zuo, Adrià Casamitjana
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
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
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
Brain age identification from diffusion MRI synergistically predicts neurodegenerative disease.
CoRR
Chenyu Gao, Michael E. Kim, Karthik Ramadass, Praitayini Kanakaraj, Aravind R. Krishnan, Adam M. Saunders, Nancy R. Newlin, Ho Hin Lee, Qi Yang, Warren D. Taylor, Brian D. Boyd, Lori L. Beason-Held, Susan M. Resnick, Lisa L. Barnes, David A. Bennett, Katherine D. Van Schaik, Derek B. Archer, Timothy J. Hohman, Angela L. Jefferson, Ivana Isgum, Daniel Moyer, Yuankai Huo, Kurt G. Schilling, Lianrui Zuo, Shunxing Bao, Nazirah Mohd Khairi, Zhiyuan Li, Christos Davatzikos, Bennett A. Landman
2024 — ed.
Data Augmentation, Labelling, and Imperfections - Third MICCAI Workshop, DALI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings
DALI@MICCAI
Yuan Xue, Chen Chen, Chao Chen, Lianrui Zuo, Yihao Liu
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
Multi-Modality Conditioned Variational U-Net for Field-of-View Extension in Brain Diffusion MRI.
CoRR
Zhiyuan Li, Tianyuan Yao, Praitayini Kanakaraj, Chenyu Gao, Shunxing Bao, Lianrui Zuo, Michael E. Kim, Nancy R. Newlin, Gaurav Rudravaram, Nazirah Mohd Khairi, Yuankai Huo, Kurt G. Schilling, Walter Kukull, Arthur W. Toga, Derek B. Archer, Timothy J. Hohman, Bennett A. Landman
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
Vector Field Attention for Deformable Image Registration.
CoRR
Yihao Liu, Junyu Chen, Lianrui Zuo, Aaron Carass, 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 — 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 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
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
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 — 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 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
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
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
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 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 — 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 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
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