Repositories list

• OmniBrainBench

  Public
  [CVPR 2026] OmniBrainBench: A Comprehensive Multimodal Benchmark for Brain Imaging Analysis Across Multi-stage Clinical Tasks

  Python

  •1•6•0•0•Updated Mar 29, 2026Mar 29, 2026

• Light-UNETR

  Public
  [TPAMI' 2025] Harnessing Lightweight Transformer with Contextual Synergic Enhancement for Efficient 3D Medical Image Segmentation

  medical-imagingsemi-supervised-learningmedical-image-segmentation+ 2

  medical-imagingsemi-supervised-learningmedical-image-segmentationefficient-deep-learningvision-transformer

  Python

  •

  MIT License

  •0•5•0•0•Updated Mar 24, 2026Mar 24, 2026

• NeuroSTORM

  Public
  Python

  •

  Apache License 2.0

  •18•81•0•0•Updated Mar 24, 2026Mar 24, 2026

• PIPA

  Public
  Codes of PIPA: Prior-Driven Prompting with Diagnosis-Oriented Retrieval-Augmentation for 3D Radiology Report Generation

  Apache License 2.0

  •0•0•0•0•Updated Mar 23, 2026Mar 23, 2026

• EndoBench

  Public
  [NeurIPS'25] EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis

  Python

  •

  Apache License 2.0

  •3•58•2•0•Updated Mar 19, 2026Mar 19, 2026

• OmniBrainBench.github.io

  Public
  OmniBrainBench is specifically designed to assess the multimodal comprehension capabilities of MLLMs for 15 multi-stage clinical tasks in brain imaging analysis…

  JavaScript

  •2•0•0•0•Updated Mar 11, 2026Mar 11, 2026

• MAP

  Public
  Python

  •0•0•0•0•Updated Mar 4, 2026Mar 4, 2026

• Polyp-Gen

  Public
  [ICRA 2025] Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion

  image-generationdiffusion-modelsmedical-gen-ai

  image-generationdiffusion-modelsmedical-gen-ai

  Python

  •3•24•0•0•Updated Feb 5, 2026Feb 5, 2026

• MedSAM-Agent

  Public
  MedSAM-Agent: Empowering Interactive Medical Image Segmentation with Multi-turn Agentic Reinforcement Learning

  medical-image-processingmedical-agent

  medical-image-processingmedical-agent

  Python

  •3•47•3•0•Updated Feb 5, 2026Feb 5, 2026

• Endora

  Public
  Endora: Video Generation Models as Endoscopy Simulators (MICCAI 2024)

  video-generationmedical-gen-ai

  video-generationmedical-gen-ai

  Python

  •8•150•1•0•Updated Feb 4, 2026Feb 4, 2026

• BOLD-Cast

  Public
  Python

  •0•0•0•0•Updated Feb 2, 2026Feb 2, 2026

• ToothXpert

  Public
  Python

  •

  Apache License 2.0

  •1•4•0•0•Updated Jan 21, 2026Jan 21, 2026

• Fiber-HGNN

  Public
  Python

  •

  MIT License

  •0•0•0•0•Updated Jan 18, 2026Jan 18, 2026

• X2-Gaussian

  Public
  X2-Gaussian series

  Python

  •

  MIT License

  •0•2•1•0•Updated Jan 15, 2026Jan 15, 2026

• CAMMAL

  Public
  Python

  •0•5•0•0•Updated Dec 21, 2025Dec 21, 2025

• LGS

  Public
  [MICCAI 2024] LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction

  3d-reconstructionmedical-image-analysisgaussian-splatting

  3d-reconstructionmedical-image-analysisgaussian-splatting

  Python

  •

  Other

  •4•63•4•0•Updated Dec 21, 2025Dec 21, 2025

• CE-R1

  Public
  This is an official PyTorch implementation of An Adaptive Foundation Model with Evidence-based Clinical Reasoning for Gastroenterology

  0•4•0•0•Updated Dec 17, 2025Dec 17, 2025

• DiffRect

  Public
  [MICCAI' 24] DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation

  Python

  •

  MIT License

  •4•63•0•0•Updated Dec 7, 2025Dec 7, 2025

• FedGPS

  Public
  [NeurIPS 2025] "FedGPS: Statistical Rectification Against Data Heterogeneity in Federated Learning"

  Python

  •

  MIT License

  •2•2•0•0•Updated Nov 15, 2025Nov 15, 2025

• HGL

  Public
  Python

  •0•0•0•0•Updated Nov 11, 2025Nov 11, 2025

• CE-Reporter

  Public
  CE-Reporter: Towards Expert-Level Generative AI for Capsule Endoscopy Video-to-Report Generation

  Python

  •

  MIT License

  •0•7•0•0•Updated Oct 27, 2025Oct 27, 2025

• MRM_plus

  Public
  Python

  •

  MIT License

  •0•0•0•0•Updated Oct 6, 2025Oct 6, 2025

• MedVSR

  Public
  [ICCV' 2025] MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation

  Python

  •0•10•1•0•Updated Sep 25, 2025Sep 25, 2025

• EndoBench.github.io

  Public
  JavaScript

  •2•0•0•0•Updated Sep 24, 2025Sep 24, 2025

• Flaw2Appaulse

  Public
  Python

  •0•0•0•0•Updated Sep 23, 2025Sep 23, 2025

• MetaScope

  Public
  [ICCV 25 Highlight] MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy

  computational-biologycomputational-photographymedical-image-analysis+ 3

  computational-biologycomputational-photographymedical-image-analysisoptics-simulationai-for-sciencemetalens

  0•9•2•0•Updated Aug 12, 2025Aug 12, 2025

• InfoBridge

  Public
  0•1•1•0•Updated Jul 30, 2025Jul 30, 2025

• GaussianReg

  Public
  GaussianReg: Rapid 2D/3D Registration for Emergency Surgery via Explicit 3D Modeling with Gaussian Primitives

  0•3•1•0•Updated Jul 29, 2025Jul 29, 2025

• EndoGen

  Public
  [MICCAI' 2025] EndoGen: Conditional Autoregressive Endoscopic Video Generation

  Python

  •

  MIT License

  •1•12•1•0•Updated Jun 26, 2025Jun 26, 2025

• UN-SAM

  Public
  [MedIA'25] UN-SAM: Domain-Adaptive Self-Prompt Segmentation for Universal Nuclei Images

  Python

  •

  MIT License

  •8•89•1•0•Updated Jun 25, 2025Jun 25, 2025