Yihao Liu

56 papers A 1B 7Journal 32Unranked 15
YearRankTypeTitle / Venue / Authors
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 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 — conf
Deep Automatic Alignment of Mpox Dermatological Hand Photography.
ISBI
Bohan Jiang, Andrew McNeil, Yihao Liu, Gaurav Rudravaram, Inga Saknite, Placide Mbala-Kingebeni, Olivier Tshiani Mbaya, Tyra Silaphet, Rachel Weiss, Lori E. Dodd, Veronique Nussenblatt, Daniel Moyer, Bennett A. Landman, Benoit M. Dawant, Eric R. Tkaczyk
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
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
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
Pretraining Deformable Image Registration Networks with Random Images.
CoRR
Junyu Chen, Shuwen Wei, Yihao Liu, Aaron Carass, Yong Du
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
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
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 — 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 — 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
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 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 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 A conf
Cross-identity Video Motion Retargeting with Joint Transformation and Synthesis.
WACV
Haomiao Ni, Yihao Liu, Sharon X. Huang, Yuan Xue
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 — conf
Deformable Cross-Attention Transformer for Medical Image Registration.
MLMI@MICCAI (1)
Junyu Chen, Yihao Liu, Yufan He, Yong Du
2023 J jnl
Deformable Cross-Attention Transformer for Medical Image Registration.
CoRR
Junyu Chen, Yihao Liu, Yufan He, Yong Du
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
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
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 J jnl
Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration.
CoRR
Junyu Chen, Yihao Liu, Yufan He, Yong Du
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
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
Cross-identity Video Motion Retargeting with Joint Transformation and Synthesis.
CoRR
Haomiao Ni, Yihao Liu, Sharon X. Huang, Yuan Xue
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 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 — 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 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 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 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 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 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 — 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
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
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
Prediction of pipe performance with stacking ensemble learning based approaches.
J. Intell. Fuzzy Syst.
Fang Shi, Yihao Liu, Zheng Liu, Eric Li