[ACM MM 2026] This repository is the official implementation of the paper “OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis”.

Code implementation of DeepRare (Nature 2026)

Latest Advances on Agentic AI & AI Agents for Healthcare

Uniform Manifold Approximation and Projection

[ICLR 2026] This repository is the official implementation of the paper “Boosting Medial Visual Understanding From Multi-Granular Language Learning”.

[Pattern Recognition/PR 2025] This repo is the official implementation of "Scale-aware Adaptive Supervised Network with Limited Medical Annotations"

[NeurIPS'22] Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning

nnMIL: A generalizable multiple instance learning framework for computational pathology

Ensemble Learning of Foundation Models

Collection of awesome medical dataset resources.

A final sanity checklist to help your CS paper get accepted, not desk rejected.

DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

The code base for Generalizable Dose Prediction for Heterogenous Multi-Cohort and Multi-Site Radiotherapy Planning (GDP-HMM) challenge at AAPM 2025

[NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". A…

[The Lancet Digital Health 2026] This repo is the official implementation of "Multimodal Multitask Deep Learning for Predicting Tertiary Lymphoid Structures and Peritoneal Recurrence in Gastric Can…

📚 A collection of papers about Referring Image Segmentation.

A curated publication list on open vocabulary semantic segmentation and related area (e.g. zero-shot semantic segmentation) resources..

LAVIS - A One-stop Library for Language-Vision Intelligence

[IEEE TPAMI 2025] This repository is the official implementation of the paper "VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced with Clinical Knowledge"

[IEEE TIP 2025] This repo is the official implementation of "STPNet: Scale-aware Text Prompt Network for Medical Image Segmentation"

This repository is the official data collection of MMFundus (Multimodal Fundus) dataset.

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

[IEEE Transactions on Medical Imaging/TMI 2024] This repository is the official implementation of the paper ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentat…

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera…

Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.

vessel segmentation, artery and vein, optic disc, vascular feature analysis

Vision Foundation Models for Medical AI, including RETFound, DINOv2, DINOv3

This is the official repository for the paper "3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers"

MedSeg: Medical Image Segmentation GUI Toolbox 可视化医学图像分割工具箱