Hao Li

61 papers A 1B 6Journal 36Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
IntraStyler: Exemplar-based Style Synthesis for Cross-modality Domain Adaptation.
CoRR
Han Liu, Yubo Fan, Hao Li, Dewei Hu, Daniel Moyer, Zhoubing Xu, Benoit M. Dawant, Ipek Oguz
2026 J jnl
VAMOS-OCTA: Vessel-Aware Multi-Axis Orthogonal Supervision for Inpainting Motion-Corrupted OCT Angiography Volumes.
CoRR
Nick DiSanto, Ehsan Khodapanah Aghdam, Han Liu, Jacob Watson, Yuankai K. Tao, Hao Li, Ipek Oguz
2025 J jnl
A Supervised Autonomous Resection and Retraction Framework for Transurethral Enucleation of the Prostatic Median Lobe.
CoRR
Mariana E. Smith, Tanner Watts, Susheela Sharma Stern, Brendan Burkhart, Hao Li, Alejandro O. Chara, Nithesh Kumar, James M. Ferguson, Ayberk Acar, Jesse F. d'Almeida, Lauren Branscombe, Lauren M. Shepard, Ahmed Ghazi, Ipek Oguz, Jie Ying Wu, Robert J. Webster III, Axel Krieger, Alan Kuntz
2025 J jnl
DEMIST: Decoupled Multi-stream latent diffusion for Quantitative Myelin Map Synthesis.
CoRR
Jiacheng Wang, Hao Li, Xing Yao, Ahmad Toubasi, Taegan Vinarsky, Caroline Gheen, Joy Derwenskus, Chaoyang Jin, Richard Dortch, Junzhong Xu, Francesca Bagnato, Ipek Oguz
2025 J jnl
Endo-SemiS: Towards Robust Semi-Supervised Image Segmentation for Endoscopic Video.
CoRR
Hao Li, Daiwei Lu, Xing Yao, Nicholas L. Kavoussi, Ipek Oguz
2025 J jnl
EndoStreamDepth: Temporally Consistent Monocular Depth Estimation for Endoscopic Video Streams.
CoRR
Hao Li, Daiwei Lu, Jiacheng Wang, Robert J. Webster III, Ipek Oguz
2025 A conf
From Monocular Vision to Autonomous Action: Guiding Tumor Resection via 3D Reconstruction.
IROS
Ayberk Acar, Mariana E. Smith, Lidia Al-Zogbi, Tanner Watts, Fangjie Li, Hao Li, Nural Yilmaz, Paul Maria Scheikl, Jesse F. d'Almeida, Susheela Sharma, Lauren Branscombe, Tayfun Efe Ertop, Robert J. Webster III, Ipek Oguz, Alan Kuntz, Axel Krieger, Jie Ying Wu
2025 J jnl
From Monocular Vision to Autonomous Action: Guiding Tumor Resection via 3D Reconstruction.
CoRR
Ayberk Acar, Mariana E. Smith, Lidia Al-Zogbi, Tanner Watts, Fangjie Li, Hao Li, Nural Yilmaz, Paul Maria Scheikl, Jesse F. d'Almeida, Susheela Sharma, Lauren Branscombe, Tayfun Efe Ertop, Robert J. Webster III, Ipek Oguz, Alan Kuntz, Axel Krieger, Jie Ying Wu
2025 J jnl
Monocular absolute depth estimation from endoscopy via domain-invariant feature learning and latent consistency.
CoRR
Hao Li, Daiwei Lu, Jesse F. d'Almeida, Dilara Isik, Ehsan Khodapanah Aghdam, Nick DiSanto, Ayberk Acar, Susheela Sharma, Jie Ying Wu, Robert J. Webster III, Ipek Oguz
2025 J jnl
ProbeMDE: Uncertainty-Guided Active Proprioception for Monocular Depth Estimation in Surgical Robotics.
CoRR
Britton Jordan, Jordan Thompson, Jesse F. d'Almeida, Hao Li, Nithesh Kumar, Susheela Sharma Stern, Ipek Oguz, Robert J. Webster III, Daniel S. Brown, Alan Kuntz, James M. Ferguson
2025 J jnl
Semantic 3D Reconstructions with SLAM for Central Airway Obstruction.
CoRR
Ayberk Acar, Fangjie Li, Hao Li, Lidia Al-Zogbi, Kanyifeechukwu Jane Oguine, Susheela Sharma, Jesse F. d'Almeida, Robert J. Webster III, Ipek Oguz, Jie Ying Wu
2024 — conf
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation.
SASHIMI@MICCAI
Dewei Hu, Hao Li, Han Liu, Jiacheng Wang, Xing Yao, Daiwei Lu, Ipek Oguz
2024 J jnl
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation.
CoRR
Dewei Hu, Hao Li, Han Liu, Jiacheng Wang, Xing Yao, Daiwei Lu, Ipek Oguz
2024 — conf
Assessing Test-Time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts.
ISBI
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
2024 J jnl
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training.
IEEE Trans. Medical Imaging
Han Liu, Zhoubing Xu, Riqiang Gao, Hao Li, Jianing Wang, Guillaume Chabin, Ipek Oguz, Sasa Grbic
2024 J jnl
Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets.
CoRR
Hao Li, Han Liu, Heinrich von Busch, Robert Grimm, Henkjan Huisman, Angela Tong, David J. Winkel, Tobias Penzkofer, Ivan Shabunin, Moon Hyung Choi, Qingsong Yang, Dieter Szolar, Steven Shea, Fergus Coakley, Mukesh Harisinghani, Ipek Oguz, Dorin Comaniciu, Ali Kamen, Bin Lou
2024 J jnl
Domain generalization for retinal vessel segmentation via Hessian-based vector field.
Medical Image Anal.
Dewei Hu, Hao Li, Han Liu, Ipek Oguz
2024 — conf
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis.
MICCAI (4)
Ruining Deng, Quan Liu, Can Cui, Tianyuan Yao, Juming Xiong, Shunxing Bao, Hao Li, Mengmeng Yin, Yu Wang, Shilin Zhao, Yucheng Tang, Haichun Yang, Yuankai Huo
2024 J jnl
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis.
CoRR
Ruining Deng, Quan Liu, Can Cui, Tianyuan Yao, Juming Xiong, Shunxing Bao, Hao Li, Mengmeng Yin, Yu Wang, Shilin Zhao, Yucheng Tang, Haichun Yang, Yuankai Huo
2024 — conf
Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound Images.
ASMUS@MICCAI
Hao Li, Baris U. Oguz, Gabriel Arenas, Xing Yao, Jiacheng Wang, Alison M. Pouch, Brett C. Byram, Nadav Schwartz, Ipek Oguz
2024 J jnl
Interactive Segmentation Model for Placenta Segmentation from 3D Ultrasound images.
CoRR
Hao Li, Baris U. Oguz, Gabriel Arenas, Xing Yao, Jiacheng Wang, Alison M. Pouch, Brett C. Byram, Nadav Schwartz, Ipek Oguz
2024 — conf
Novel OCT Mosaicking Pipeline with Feature-And Pixel-Based Registration.
ISBI
Jiacheng Wang, Hao Li, Dewei Hu, Yuankai K. Tao, Ipek Oguz
2024 J jnl
PRISM Lite: A lightweight model for interactive 3D placenta segmentation in ultrasound.
CoRR
Hao Li, Baris U. Oguz, Gabriel Arenas, Xing Yao, Jiacheng Wang, Alison M. Pouch, Brett C. Byram, Nadav Schwartz, Ipek Oguz
2024 — conf
PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts.
MICCAI (3)
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
2024 J jnl
PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts.
CoRR
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
2024 J jnl
Predicting fluorescent labels in label-free microscopy images with pix2pix and adaptive loss in Light My Cells challenge.
CoRR
Han Liu, Hao Li, Jiacheng Wang, Yubo Fan, Zhoubing Xu, Ipek Oguz
2024 — conf
Promise: Prompt-Driven 3D Medical Image Segmentation Using Pretrained Image Foundation Models.
ISBI
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
2024 — conf
Retinal IPA: Iterative KeyPoints Alignment for Multimodal Retinal Imaging.
MOVI@MICCAI
Jiacheng Wang, Hao Li, Dewei Hu, Rui Xu, Xing Yao, Yuankai K. Tao, Ipek Oguz
2024 J jnl
Retinal IPA: Iterative KeyPoints Alignment for Multimodal Retinal Imaging.
CoRR
Jiacheng Wang, Hao Li, Dewei Hu, Rui Xu, Xing Yao, Yuankai K. Tao, Ipek Oguz
2023 J jnl
Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts.
CoRR
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
2023 J jnl
CATS v2: Hybrid encoders for robust medical segmentation.
CoRR
Hao Li, Han Liu, Dewei Hu, Xing Yao, Jiacheng Wang, Ipek Oguz
2023 — conf
COLosSAL: A Benchmark for Cold-Start Active Learning for 3D Medical Image Segmentation.
MICCAI (2)
Han Liu, Hao Li, Xing Yao, Yubo Fan, Dewei Hu, Benoit M. Dawant, Vishwesh Nath, Zhoubing Xu, Ipek Oguz
2023 J jnl
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation.
CoRR
Han Liu, Hao Li, Xing Yao, Yubo Fan, Dewei Hu, Benoit M. Dawant, Vishwesh Nath, Zhoubing Xu, Ipek Oguz
2023 J jnl
COSST: Multi-organ Segmentation with Partially Labeled Datasets Using Comprehensive Supervisions and Self-training.
CoRR
Han Liu, Zhoubing Xu, Riqiang Gao, Hao Li, Jianing Wang, Guillaume Chabin, Ipek Oguz, Sasa Grbic
2023 J jnl
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation.
Medical Image Anal.
Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, M. Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria G. Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi, Victoriya Kashtanova, Hyeongyu Kim, Satoshi Kondo, Christian N. Kruse, Susana K. Lai-Yuen, Hao Li, Han Liu, Buntheng Ly, Ipek Oguz, Hyungseob Shin, Boris Shirokikh, Zixian Su, Guotai Wang, Jianghao Wu, Yanwu Xu, Kai Yao, Li Zhang, Sébastien Ourselin, Jonathan Shapey, Tom Vercauteren
2023 B conf
Domain generalization for robust MS lesion segmentation.
Image Processing
Huahong Zhang, Hao Li, Kathleen E. Larson, Kilian Hett, Ipek Oguz
2023 J jnl
False Negative/Positive Control for SAM on Noisy Medical Images.
CoRR
Xing Yao, Han Liu, Dewei Hu, Daiwei Lu, Ange Lou, Hao Li, Ruining Deng, Gabriel Arenas, Baris U. Oguz, Nadav Schwartz, Brett C. Byram, Ipek Oguz
2023 — conf
MAP: Domain Generalization via Meta-Learning on Anatomy-Consistent Pseudo-Modalities.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Dewei Hu, Hao Li, Han Liu, Xing Yao, Jiacheng Wang, Ipek Oguz
2023 J jnl
MAP: Domain Generalization via Meta-Learning on Anatomy-Consistent Pseudo-Modalities.
CoRR
Dewei Hu, Hao Li, Han Liu, Xing Yao, Jiacheng Wang, Ipek Oguz
2023 J jnl
Novel OCT mosaicking pipeline with Feature- and Pixel-based registration.
CoRR
Jiacheng Wang, Hao Li, Dewei Hu, Yuankai K. Tao, Ipek Oguz
2023 B conf
Novel application of the attention mechanism on medical image harmonization.
Image Processing
Xing Yao, Ange Lou, Hao Li, Dewei Hu, Daiwei Lu, Han Liu, Jiacheng Wang, Zachary A. Stoebner, Hans J. Johnson, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz
2023 J jnl
Promise: Prompt-driven 3D Medical Image Segmentation Using Pretrained Image Foundation Models.
CoRR
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
2023 B conf
SSL2: self-supervised learning meets semi-supervised learning: multiple sclerosis segmentation in 7T-MRI from large-scale 3T-MRI.
Image Processing
Jiacheng Wang, Hao Li, Han Liu, Dewei Hu, Daiwei Lu, Keejin Yoon, Kelsey Barter, Francesca Bagnato, Ipek Oguz
2023 J jnl
SSL^2: Self-Supervised Learning meets Semi-Supervised Learning: Multiple Sclerosis Segmentation in 7T-MRI from large-scale 3T-MRI.
CoRR
Jiacheng Wang, Hao Li, Han Liu, Dewei Hu, Daiwei Lu, Keejin Yoon, Kelsey Barter, Francesca Bagnato, Ipek Oguz
2023 J jnl
VesselMorph: Domain-Generalized Retinal Vessel Segmentation via Shape-Aware Representation.
CoRR
Dewei Hu, Hao Li, Han Liu, Xing Yao, Jiacheng Wang, Ipek Oguz
2022 — conf
Acoustic neuroma segmentation using ensembled convolutional neural networks.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Qibang Zhu, Hao Li, Nathan D. Cass, Nathan R. Lindquist, Kareem O. Tawfik, Ipek Oguz
2022 — conf
Cats: Complementary CNN and Transformer Encoders for Segmentation.
ISBI
Hao Li, Dewei Hu, Han Liu, Jiacheng Wang, Ipek Oguz
2022 J jnl
Cats: Complementary CNN and Transformer Encoders for Segmentation.
CoRR
Hao Li, Dewei Hu, Han Liu, Jiacheng Wang, Ipek Oguz
2022 J jnl
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation.
CoRR
Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria G. Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi, Victoriya Kashtanova, Hyeongyu Kim, Satoshi Kondo, Christian N. Kruse, Susana K. Lai-Yuen, Hao Li, Han Liu, Buntheng Ly, Ipek Oguz, Hyungseob Shin, Boris Shirokikh, Zixian Su, Guotai Wang, Jianghao Wu, Yanwu Xu, Kai Yao, Li Zhang, Sébastien Ourselin, Jonathan Shapey, Tom Vercauteren
2022 — conf
Domain Generalization for Retinal Vessel Segmentation with Vector Field Transformer.
MIDL
Dewei Hu, Hao Li, Han Liu, Ipek Oguz
2022 B conf
Human brain extraction with deep learning.
Image Processing
Hao Li, Qibang Zhu, Dewei Hu, Manasvi R. Gunnala, Hans J. Johnson, Omar Sherbini, Francesco Gavazzi, Russell D'Aiello, Adeline Vanderver, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz
2022 — conf
ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities.
MICCAI (5)
Han Liu, Yubo Fan, Hao Li, Jiacheng Wang, Dewei Hu, Can Cui, Ho Hin Lee, Huahong Zhang, Ipek Oguz
2022 J jnl
ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities.
CoRR
Han Liu, Yubo Fan, Hao Li, Jiacheng Wang, Dewei Hu, Can Cui, Ho Hin Lee, Ipek Oguz
2022 — conf
Self-supervised Test-Time Adaptation for Medical Image Segmentation.
MLCN@MICCAI
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Hans J. Johnson, Omar Sherbini, Francesco Gavazzi, Russell D'Aiello, Adeline Vanderver, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz
2021 — conf
LIFE: A Generalizable Autodidactic Pipeline for 3D OCT-A Vessel Segmentation.
MICCAI (1)
Dewei Hu, Can Cui, Hao Li, Kathleen E. Larson, Yuankai K. Tao, Ipek Oguz
2021 J jnl
LIFE: A Generalizable Autodidactic Pipeline for 3D OCT-A Vessel Segmentation.
CoRR
Dewei Hu, Can Cui, Hao Li, Kathleen E. Larson, Yuankai K. Tao, Ipek Oguz
2021 B conf
Longitudinal subcortical segmentation with deep learning.
Image Processing
Hao Li, Huahong Zhang, Hans J. Johnson, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz
2021 B conf
MRI subcortical segmentation in neurodegeneration with cascaded 3D CNNs.
Image Processing
Hao Li, Huahong Zhang, Hans J. Johnson, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz
2021 J jnl
Unsupervised Cross-Modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble.
CoRR
Hao Li, Dewei Hu, Qibang Zhu, Kathleen E. Larson, Huahong Zhang, Ipek Oguz
2021 — conf
Unsupervised Cross-modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble.
BrainLes@MICCAI (2)
Hao Li, Dewei Hu, Qibang Zhu, Kathleen E. Larson, Huahong Zhang, Ipek Oguz
2020 — conf
Generalizing MRI Subcortical Segmentation to Neurodegeneration.
MLCN/RNO-AI@MICCAI
Hao Li, Huahong Zhang, Dewei Hu, Hans J. Johnson, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz