Implementation of MICCAI2025 Source-Free Active Domain Adaptation for Efficient Medical Video Polyp Segmentation

Offical Code of MICCAI'25 Best-Paper-Shortlist paper "MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization"

[NeurIPS2024 Spotlight] Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network

There are compilations of surgery-related tasks, datasets, and papers.

SegDINO: An Efficient Design for Medical and Natural Image Segmentation with DINO-V3

Fair-ADA: Improving both Fairness and Efficiency in Active Domain Adaptation for 3D Medical Image Segmentation

(ICCV 2025) Toward Fair and Accurate Cross-Domain Medical Image Segmentation: A VLM-Driven Active Domain Adaptation Paradigm

Personal website

Surgery-R1: Advancing Surgical-VQLA with Reasoning Multimodal Large Language Model via Reinforcement Learning

(TMI-2025) Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation with Selective State-Space Model

Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline

paper list, dataset, and tools for radiology report generation

[ICLR'26] Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework

[ICCV 2025] Medical World Model

Versatile Source-Free Active Domain Adaptation for Multi-Center and Multi-Rater Medical Image Segmentatio

[RedJournal2024]Generalizable MRI-based Nasopharyngeal Carcinoma Delineation: Bridging Gaps across Multiple Centers and Raters with Active Learning

FFA Synthesis from CFP （ACM MM 2024 Workshop Best Paper Award）

[ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining

Awesome Active Domain Adaptation for Medical Image Analysis

(MICCAI 2024 Early Acc)Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center Dataset

[MedIA] Paper list and source code for survey "A comprehensive survey on deep active learning in medical image analysis"

[In Progressing]HaN5K: A project to develop foundation models for structure delineation in head and neck radiotherapy based on more than 5K CT scans and 10K clinical volumetric organs.

Language-Driven Interactive Shadow Detection

(TMI-2024) Source-Free Active Domain Adaptation (SFADA) for GTV Segmentation across Multiple Hospitals

(TMI-2024) Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery

Surgical Visual Question Answering. A transformer-based surgical VQA model. Offical Implementation of "Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformers", MICCAI 2022.

PyTorch Implementation of "Surgical-VQA" (MICCAI2022)