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    68 repositories

    • PDH-Diffusion

      Public
      [ICLR' 25] Synthesizing Realistic fMRI: A Physiological Dynamics-Driven Hierarchical Diffusion Model for Efficient fMRI Acquisition
      0•0•0•0•Updated Feb 28, 2025Feb 28, 2025

    • FedBM

      Public
      FedBM: Stealing Knowledge from Pre-trained Language Models for Heterogeneous Federated Learning
      Python
      •2•2•1•0•Updated Feb 23, 2025Feb 23, 2025

    • CAMMAL

      Public
      Python
      •0•2•0•0•Updated Feb 18, 2025Feb 18, 2025

    • MOST-SSL4MIS

      Public
      [MICCAI' 24] MOST: Multi-Formation Soft Masking for Semi-Supervised Medical Image Segmentation
      Python
      •
      MIT License
      •0•5•0•0•Updated Feb 18, 2025Feb 18, 2025

    • Polyp-Gen

      Public
      [ICRA 2025] Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion
      Python
      •1•15•0•0•Updated Jan 29, 2025Jan 29, 2025

    • U-KAN

      Public
      [AAAI' 25] U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
      Python
      •51•346•19•3•Updated Jan 27, 2025Jan 27, 2025

    • DEeR

      Public
      DEeR: Deviation Eliminating and Noise Regulating for Privacy-preserving Federated Low-rank Adaptation, TMI, 2024
      Python
      •1•4•0•0•Updated Jan 15, 2025Jan 15, 2025

    • FedCB

      Public
      [MICCAI'24] Stealing Knowledge from Pre-trained Language Models for Federated Classifier Debiasing
      1•6•1•0•Updated Jan 15, 2025Jan 15, 2025

    • DiffRect

      Public
      [MICCAI' 24] DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation
      Python
      •
      MIT License
      •3•39•0•0•Updated Dec 26, 2024Dec 26, 2024

    • A-SAM

      Public
      [NeurIPS 2024] Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM
      samsegment-anything
      0•2•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

    • CLIFF

      Public
      [ECCV' 24] CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection
      diffusion-modelsopen-vocabulary-detection
      Python
      •
      MIT License
      •1•20•1•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•53•2•0•Updated Sep 20, 2024Sep 20, 2024

    • GBT

      Public
      [MICCAI'24] GBT: Geometric-oriented Brain Transformer for Autism Diagnosis
      Python
      •2•10•1•0•Updated Sep 19, 2024Sep 19, 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•2•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•9•1•0•Updated Aug 26, 2024Aug 26, 2024

    • GaussianStego

      Public
      GaussianStego: A Generalizable Stenography Pipeline for Generative 3D Gaussians Splatting
      1•19•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•2•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•6•0•0•Updated Jul 3, 2024Jul 3, 2024

    • SAMTooth

      Public
      MIT License
      •1•8•0•0•Updated Jul 2, 2024Jul 2, 2024

    • EndoGaussian

      Public
      [arXiv'24 & TMI'25] EndoGaussian: Real-time Gaussian Splatting for Dynamic Endoscopic Scene Reconstruction
      3d-reconstructiongaussian-splatting
      Python
      •
      MIT License
      •7•128•3•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

    • 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•65•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