Dewei Hu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 34

Top Topics

Vessel Segmentation

Top Venues

Medical Imaging: Image Processing

BrainLes@MICCAI (2)

Publications

Dewei Hu, Hao Li, Han Liu, Ipek Oguz
Domain generalization for retinal vessel segmentation via Hessian-based vector field. Medical Image Anal. 95 (2024)
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts. CoRR (2024)
Jiacheng Wang, Hao Li, Dewei Hu, Rui Xu, Xing Yao, Yuankai K. Tao, Ipek Oguz
Retinal IPA: Iterative KeyPoints Alignment for Multimodal Retinal Imaging. CoRR (2024)
Jiacheng Wang, Hao Li, Han Liu, Dewei Hu, Daiwei Lu, Keejin Yoon, Kelsey Barter, Francesca Bagnato, Ipek Oguz
SSL^2: Self-Supervised Learning meets Semi-Supervised Learning: Multiple Sclerosis Segmentation in 7T-MRI from large-scale 3T-MRI. CoRR (2023)
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
False Negative/Positive Control for SAM on Noisy Medical Images. CoRR (2023)
Dewei Hu, Xing Yao, Jiacheng Wang, Yuankai K. Tao, Ipek Oguz
Deep angiogram: trivializing retinal vessel segmentation. Medical Imaging: Image Processing (2023)
Hao Li, Han Liu, Dewei Hu, Xing Yao, Jiacheng Wang, Ipek Oguz
CATS v2: Hybrid encoders for robust medical segmentation. CoRR (2023)
Dewei Hu, Hao Li, Han Liu, Xing Yao, Jiacheng Wang, Ipek Oguz
MAP: Domain Generalization via Meta-Learning on Anatomy-Consistent Pseudo-Modalities. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Han Liu, Hao Li, Xing Yao, Yubo Fan, Dewei Hu, Benoit M. Dawant, Vishwesh Nath, Zhoubing Xu, Ipek Oguz
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation. CoRR (2023)
Jiacheng Wang, Hao Li, Han Liu, Dewei Hu, Daiwei Lu, Keejin Yoon, Kelsey Barter, Francesca Bagnato, Ipek Oguz
SSL2: self-supervised learning meets semi-supervised learning: multiple sclerosis segmentation in 7T-MRI from large-scale 3T-MRI. Medical Imaging: Image Processing (2023)
Jiacheng Wang, Hao Li, Dewei Hu, Yuankai K. Tao, Ipek Oguz
Novel OCT mosaicking pipeline with Feature- and Pixel-based registration. CoRR (2023)
Dewei Hu, Hao Li, Han Liu, Xing Yao, Jiacheng Wang, Ipek Oguz
MAP: Domain Generalization via Meta-Learning on Anatomy-Consistent Pseudo-Modalities. CoRR (2023)
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts. CoRR (2023)
Dewei Hu, Xing Yao, Jiacheng Wang, Yuankai K. Tao, Ipek Oguz
Deep Angiogram: Trivializing Retinal Vessel Segmentation. CoRR (2023)
Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz
Promise: Prompt-driven 3D Medical Image Segmentation Using Pretrained Image Foundation Models. CoRR (2023)
Dewei Hu, Hao Li, Han Liu, Xing Yao, Jiacheng Wang, Ipek Oguz
VesselMorph: Domain-Generalized Retinal Vessel Segmentation via Shape-Aware Representation. CoRR (2023)
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
Novel application of the attention mechanism on medical image harmonization. Medical Imaging: Image Processing (2023)
Han Liu, Hao Li, Xing Yao, Yubo Fan, Dewei Hu, Benoit M. Dawant, Vishwesh Nath, Zhoubing Xu, Ipek Oguz
COLosSAL: A Benchmark for Cold-Start Active Learning for 3D Medical Image Segmentation. MICCAI (2) (2023)
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
Human brain extraction with deep learning. Medical Imaging: Image Processing (2022)
Han Liu, Yubo Fan, Hao Li, Jiacheng Wang, Dewei Hu, Can Cui, Ho Hin Lee, Ipek Oguz
ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities. CoRR (2022)
Dewei Hu, Hao Li, Han Liu, Ipek Oguz
Domain Generalization for Retinal Vessel Segmentation with Vector Field Transformer. MIDL (2022)
Dewei Hu, Yuankai K. Tao, Ipek Oguz
Unsupervised denoising of retinal OCT with diffusion probabilistic model. Medical Imaging: Image Processing (2022)
Hao Li, Dewei Hu, Han Liu, Jiacheng Wang, Ipek Oguz
Cats: Complementary CNN and Transformer Encoders for Segmentation. CoRR (2022)
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
Self-supervised Test-Time Adaptation for Medical Image Segmentation. MLCN@MICCAI (2022)
Dewei Hu, Yuankai K. Tao, Ipek Oguz
Unsupervised Denoising of Retinal OCT with Diffusion Probabilistic Model. CoRR (2022)
Han Liu, Yubo Fan, Hao Li, Jiacheng Wang, Dewei Hu, Can Cui, Ho Hin Lee, Huahong Zhang, Ipek Oguz
ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities. MICCAI (5) (2022)
Hao Li, Dewei Hu, Han Liu, Jiacheng Wang, Ipek Oguz
Cats: Complementary CNN and Transformer Encoders for Segmentation. ISBI (2022)
Hao Li, Dewei Hu, Qibang Zhu, Kathleen E. Larson, Huahong Zhang, Ipek Oguz
Unsupervised Cross-modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble. BrainLes@MICCAI (2) (2021)
Dewei Hu, Joseph D. Malone, Yigit Atay, Yuankai K. Tao, Ipek Oguz
Retinal OCT Denoising with Pseudo-Multimodal Fusion Network. CoRR (2021)
Dewei Hu, Can Cui, Hao Li, Kathleen E. Larson, Yuankai K. Tao, Ipek Oguz
LIFE: A Generalizable Autodidactic Pipeline for 3D OCT-A Vessel Segmentation. CoRR (2021)
Hao Li, Dewei Hu, Qibang Zhu, Kathleen E. Larson, Huahong Zhang, Ipek Oguz
Unsupervised Cross-Modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble. CoRR (2021)
Dewei Hu, Can Cui, Hao Li, Kathleen E. Larson, Yuankai K. Tao, Ipek Oguz
LIFE: A Generalizable Autodidactic Pipeline for 3D OCT-A Vessel Segmentation. MICCAI (1) (2021)
Hao Li, Huahong Zhang, Dewei Hu, Hans J. Johnson, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz
Generalizing MRI Subcortical Segmentation to Neurodegeneration. MLCN/RNO-AI@MICCAI (2020)
Dewei Hu, Joseph D. Malone, Yigit Atay, Yuankai K. Tao, Ipek Oguz
Retinal OCT Denoising with Pseudo-Multimodal Fusion Network. OMIA@MICCAI (2020)