Repositories list

• UniMedVL

  Public
  Official implementation of "UniMedVL: Unifying Medical Multimodal Understanding and Generation through Observation-Knowledge-Analysis" - A unified medical vision-language model that integrates multimodal understanding and generation capabilities.

  mrimedical-imagingimage-generation+ 17ultrasoundcfpctx-raypathologymedical-image-analysisimage-understanding+ 10

  Python

  •

  Apache License 2.0

  •3•38•1•0•Updated Nov 23, 2025Nov 23, 2025

• UniMedVL_Web

  Public

  uni-medical/UniMedVL_Web’s past year of commit activity
  JavaScript

  •0•1•0•0•Updated Nov 10, 2025Nov 10, 2025

• Project-Imaging-X

  Public
  Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development

  surveyopen-scienceultrasound+ 9radiologyophthalmologypathologymedical-image-analysisendoscopyfundusdermoscopy+ 2

  MIT License

  •23•257•4•3•Updated Oct 11, 2025Oct 11, 2025

• SAM-Med3D

  Public
  SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image

  Python

  •

  Apache License 2.0

  •107•819•2•0•Updated Sep 21, 2025Sep 21, 2025

• retina-text2cfp

  Public
  Offical Code of MICCAI'25 paper "RetinaLogos: Fine-Grained Synthesis of High-Resolution Retinal Images Through Captions"

  Python

  •1•10•0•0•Updated Sep 10, 2025Sep 10, 2025

• SlideChat

  Public
  SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding (CVPR2025)

  Python

  •

  Apache License 2.0

  •10•91•6•0•Updated Sep 3, 2025Sep 3, 2025

• UNet-Benchmark

  Public
  [Sci. Rep. 2025] Revisiting model scaling with a U-net benchmark for 3D medical image segmentation

  benchmarkunetmedical-image-segmentation

  Python

  •0•17•0•0•Updated Aug 21, 2025Aug 21, 2025

• SlideChat.github.io

  Public
  JavaScript

  •0•1•0•0•Updated Jul 23, 2025Jul 23, 2025

• GMAI-VL-R1

  Public
  0•16•1•0•Updated Jul 21, 2025Jul 21, 2025

• Ophora

  Public
  Python

  •0•8•1•0•Updated Jul 16, 2025Jul 16, 2025

• GMAI-VL

  Public
  GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI.

  Python

  •

  Apache License 2.0

  •3•84•4•0•Updated Jun 4, 2025Jun 4, 2025

• MedSegAgent

  Public
  Python

  •

  Apache License 2.0

  •0•2•0•0•Updated Jun 4, 2025Jun 4, 2025

• MedIM

  Public
  One-line code to get SoTA pre-trained Medical Image Models ready in PyTorch.

  Python

  •

  Apache License 2.0

  •0•46•1•0•Updated Mar 29, 2025Mar 29, 2025

• IMIS-Bench

  Public
  Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline

  interactive-medical-image-segmentation

  Jupyter Notebook

  •6•254•7•0•Updated Feb 27, 2025Feb 27, 2025

• A-Eval

  Public
  MedIA 2025 | A-Eval: A Benchmark for Cross-Dataset and Cross-Modality Evaluation of Abdominal Multi-Organ Segmentation

  Python

  •

  Apache License 2.0

  •1•32•0•0•Updated Feb 17, 2025Feb 17, 2025

• MedSegModelZoo

  Public
  HTML

  •0•1•0•0•Updated Feb 2, 2025Feb 2, 2025

• GMAI-MMBench

  Public
  GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI.

  benchmarkmedicalvlm+ 4lmmgmaillmmedagi

  Apache License 2.0

  •2•79•3•0•Updated Dec 17, 2024Dec 17, 2024

• SegBook

  Public
  Python

  •0•3•0•0•Updated Nov 25, 2024Nov 25, 2024

• IMIS-Benchmark

  Public
  HTML

  •0•0•0•0•Updated Nov 21, 2024Nov 21, 2024

• GMAI-MMBench.github.io

  Public
  HTML

  •0•0•0•0•Updated Oct 24, 2024Oct 24, 2024

• STU-Net

  Public
  The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up until April 2023.

  pretrained-modelsmedical-image-segmentationfoundation-models

  Python

  •

  Apache License 2.0

  •34•350•24•1•Updated Sep 3, 2024Sep 3, 2024

• SAM-Med2D

  Public
  SAM-Med2D: Bridging the Gap between Natural Image Segmentation and Medical Image Segmentation

  7•67•0•0•Updated Sep 4, 2023Sep 4, 2023

• medical-datasets-visualization

  Public
  0•4•0•0•Updated Apr 21, 2023Apr 21, 2023