Repositories list

• CAMMAL

  Public
  This repository is an official PyTorch implementation of the paper "Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation" submitted to ACL 2024.

  0•7•1•0•Updated Dec 27, 2024Dec 27, 2024

• DiffRect

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

  Python

  •

  MIT License

  •3•31•1•0•Updated Dec 26, 2024Dec 26, 2024

• DEeR

  Public
  DEeR: Deviation Eliminating and Noise Regulating for Privacy-preserving Federated Low-rank Adaptation, under review, TMI, 2024

  Python

  •1•3•0•0•Updated Dec 13, 2024Dec 13, 2024

• U-KAN

  Public
  [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation

  Python

  •46•312•16•3•Updated Nov 6, 2024Nov 6, 2024

• A-SAM

  Public
  [NeurIPS 2024] Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM

  samsegment-anything

  0•3•0•0•Updated Oct 26, 2024Oct 26, 2024

• F2TNet

  Public
  [MICCAI'24] F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction

  Python

  •0•3•0•0•Updated Oct 6, 2024Oct 6, 2024

• MOST-SSL4MIS

  Public
  [MICCAI' 24] MOST: Multi-Formation Soft Masking for Semi-Supervised Medical Image Segmentation

  0•2•0•0•Updated Oct 3, 2024Oct 3, 2024

• CLIFF

  Public
  [ECCV' 24] CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection

  diffusion-modelsopen-vocabulary-detection

  Python

  •

  MIT License

  •0•18•0•0•Updated Sep 26, 2024Sep 26, 2024

• LGS

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

  3d-reconstructionmedical-image-analysisgaussian-splatting

  Python

  •

  Other

  •2•47•1•0•Updated Sep 20, 2024Sep 20, 2024

• GBT

  Public
  [MICCAI'24] GBT: Geometric-oriented Brain Transformer for Autism Diagnosis

  Python

  •2•9•1•0•Updated Sep 19, 2024Sep 19, 2024

• Polyp-Gen

  Public
  Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion

  Python

  •1•3•0•0•Updated Sep 16, 2024Sep 16, 2024

• Hide-in-Motion

  Public
  0•1•0•0•Updated Sep 16, 2024Sep 16, 2024

• Endora

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

  video-generationmedical-gen-ai

  Python

  •6•127•1•0•Updated Aug 30, 2024Aug 30, 2024

• STAR-RL

  Public
  STAR-RL: Spatial-temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution

  Python

  •2•6•0•0•Updated Aug 26, 2024Aug 26, 2024

• GaussianStego

  Public
  GaussianStego: A Generalizable Stenography Pipeline for Generative 3D Gaussians Splatting

  1•20•2•0•Updated Jul 17, 2024Jul 17, 2024

• EndoSparse

  Public
  [MICCAI 2024] EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting

  3d-reconstructionmedical-image-analysisgaussian-splatting

  1•37•1•0•Updated Jul 9, 2024Jul 9, 2024

• VidMotion

  Public
  [MICCAI' 24] From Static to Dynamic Diagnostics: Boosting Medical Image Analysis via Motion-Informed Generative Videos

  medical-image-analysisvideo-generation

  MIT License

  •0•7•0•0•Updated Jul 3, 2024Jul 3, 2024

• SAMTooth

  Public
  MIT License

  •1•7•0•0•Updated Jul 2, 2024Jul 2, 2024

• EndoGaussian

  Public
  EndoGaussian: Real-time Gaussian Splatting for Dynamic Endoscopic Scene Reconstruction

  3d-reconstructiongaussian-splatting

  Python

  •

  MIT License

  •6•121•4•0•Updated Jul 1, 2024Jul 1, 2024

• fTSPL

  Public
  [MICCAI'24] fTSPL: Enhancing Brain Analysis with fMRI-Text Synergistic Prompt Learning

  0•6•1•0•Updated Jun 29, 2024Jun 29, 2024

• FedCB

  Public
  [MICCAI'24] Stealing Knowledge from Pre-trained Language Models for Federated Classifier Debiasing

  1•6•1•0•Updated Jun 28, 2024Jun 28, 2024

• SW-HGL

  Public
  [MICCAI'24] SW-HGL: Hierarchical Graph Learning with Small-World Brain Connectomes

  0•6•1•0•Updated Jun 28, 2024Jun 28, 2024

• UN-SAM

  Public
  Python

  •

  MIT License

  •4•60•1•0•Updated Jun 28, 2024Jun 28, 2024

• FedPD

  Public
  [ICCV' 23] FedPD: Federated Open Set Recognition with Parameter Disentanglement

  Python

  •0•1•1•0•Updated Jun 12, 2024Jun 12, 2024

• HABIT

  Public
  This is an official PyTorch implementation of the paper "Hierarchical Bias Mitigation for Semi-Supervised Medical Image Classification"

  Python

  •

  MIT License

  •2•0•0•0•Updated May 13, 2024May 13, 2024

• MCPL

  Public
  MCPL: Multi-modal Collaborative Prompt Learning for Medical Vision-Language Model (Initial Version)

  Python

  •1•8•1•0•Updated Apr 17, 2024Apr 17, 2024

• Depth-Aware-Endoscopy-SR

  Public
  Dynamic Depth-Aware Network for Endoscopy Super-Resolution (JBHI 2022)

  Python

  •1•3•1•0•Updated Feb 22, 2024Feb 22, 2024

• MGIML_WPY

  Public
  MGIML: Cancer Grading with Incomplete Radiology-Pathology Data via Memory Learning and Gradient Homogenization. This work is accepted by IEEE TMI, we will publish the source code.

  0•1•1•0•Updated Jan 23, 2024Jan 23, 2024

• SFPolypDA

  Public
  [TMI'22] A Source-free Domain Adaptive Polyp Detection Framework with Style Diversification Flow

  Python

  •

  Other

  •1•0•0•0•Updated Jan 19, 2024Jan 19, 2024

• SFDA-FSM

  Public
  [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining

  Python

  •

  Apache License 2.0

  •8•0•0•0•Updated Jan 17, 2024Jan 17, 2024