Repositories list

• PathSculpt

  Public
  Python

  •

  MIT License

  •00 forks•22 stars•00 issues•00 pull requests•Updated Jul 4, 2026Jul 4, 2026

• SeekFlow

  Public
  [ECCV' 2026] SeekFlow: Synergizing Radiology and Pathology Foundation Models for Precision Oncology via Knowledge-Guided Evidence Flow

  Python

  •00 forks•00 stars•00 issues•00 pull requests•Updated Jun 23, 2026Jun 23, 2026

• HyperPath

  Public
  HyperPath: Knowledge-Guided Hyperbolic Semantic Hierarchy Modeling for WSI Analysis (MICCAI 2025 Early Accept)

  Python

  •11 fork•77 stars•11 issue•00 pull requests•Updated Jun 23, 2026Jun 23, 2026

• PBT-DPDEP

  Public
  [MICCAI' 2026] Diagnostic Evidence-based Prototype Learning via Dirichlet Process for Multimodal Bone Tumor Subtyping

  Python

  •00 forks•00 stars•00 issues•00 pull requests•Updated Jun 14, 2026Jun 14, 2026

• DCXFM

  Public
  [TMI'2025] Scaling Chest X-ray Foundation Models from Mixed Supervisions for Dense Prediction

  Python

  •

  MIT License

  •00 forks•44 stars•11 issue•00 pull requests•Updated May 12, 2026May 12, 2026

• CTF

  Public
  Python

  •11 fork•11 star•00 issues•00 pull requests•Updated May 11, 2026May 11, 2026

• Horseshoe-Splatting

  Public
  [ICLR' 2026] Horseshoe Splatting: Handling Structural Sparsity for Uncertainty-Aware Gaussian-Splatting Radiance Field Rendering

  C++

  •

  MIT License

  •00 forks•00 stars•00 issues•00 pull requests•Updated Mar 28, 2026Mar 28, 2026

• GEM-3D

  Public
  [IJCV'2026] Generative Enhancement for 3D Medical Images

  image-generationdiffusion-models3d-medical-images

  image-generationdiffusion-models3d-medical-images

  Python

  •

  GNU General Public License v3.0

  •55 forks•8181 stars•00 issues•00 pull requests•Updated Mar 12, 2026Mar 12, 2026

• MELP

  Public
  [ICML'2025] From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining

  Python

  •

  MIT License

  •55 forks•3131 stars•33 issues•00 pull requests•Updated Mar 9, 2026Mar 9, 2026

• CTPD

  Public
  [ACL'2025 Findings] CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis

  Python

  •

  MIT License

  •22 forks•99 stars•22 issues•00 pull requests•Updated Feb 1, 2026Feb 1, 2026

• HERGen

  Public
  [ECCV'2024] HERGen: Elevating Radiology Report Generation with Longitudinal Data

  Jupyter Notebook

  •

  Other

  •22 forks•3131 stars•66 issues•00 pull requests•Updated Jan 25, 2026Jan 25, 2026

• LIG

  Public
  [AAAI'2025] Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting

  Cuda

  •

  GNU General Public License v3.0

  •55 forks•3838 stars•00 issues•00 pull requests•Updated Jan 4, 2026Jan 4, 2026

• SIB-MIL

  Public
  Python

  •00 forks•44 stars•00 issues•00 pull requests•Updated Dec 9, 2025Dec 9, 2025

• FLEX

  Public
  Knowledge-Guided Adaptation of Pathology Foundation Models Improves Cross-domain Generalization and Demographic Fairness

  Python

  •

  Apache License 2.0

  •00 forks•1717 stars•11 issue•00 pull requests•Updated Oct 14, 2025Oct 14, 2025

• DPMM

  Public
  [NeurIPS' 2025] Amplifying Prominent Representations in Multimodal Learning via Variational Dirichlet Process

  Python

  •00 forks•33 stars•00 issues•00 pull requests•Updated Oct 6, 2025Oct 6, 2025

• CMCM

  Public
  [ICML'2025]Cross-Modal Alignment via Variational Copula Modelling

  Python

  •44 forks•1515 stars•11 issue•00 pull requests•Updated Oct 6, 2025Oct 6, 2025

• HKU-MedAI.github.io

  Public
  Lab homepage

  HTML

  •00 forks•00 stars•00 issues•00 pull requests•Updated Sep 28, 2025Sep 28, 2025

• DemoGraph

  Public
  Python

  •00 forks•22 stars•00 issues•00 pull requests•Updated Jul 4, 2025Jul 4, 2025

• DDPSurv-net

  Public
  Jupyter Notebook

  •

  MIT License

  •00 forks•11 star•00 issues•00 pull requests•Updated Apr 11, 2025Apr 11, 2025

• FM-Bridge

  Public
  Python

  •00 forks•00 stars•00 issues•00 pull requests•Updated Mar 20, 2025Mar 20, 2025

• MorphoNet

  Public
  Jupyter Notebook

  •

  MIT License

  •00 forks•44 stars•00 issues•00 pull requests•Updated Mar 19, 2025Mar 19, 2025

• MSL

  Public
  [TPAMI'2024] Multi-sensor Learning Enables Information Transfer across Different Sensory Data and Augments Multi-modality Imaging

  knowledge-transfermulti-sensor-fusionmulti-modality-imaging

  knowledge-transfermulti-sensor-fusionmulti-modality-imaging

  Python

  •11 fork•99 stars•00 issues•00 pull requests•Updated Mar 10, 2025Mar 10, 2025

• ConcepPath

  Public
  [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis

  knowledgewsicomputational-pathology+ 1

  knowledgewsicomputational-pathologyconcept-learning

  Python

  •11 fork•3636 stars•11 issue•00 pull requests•Updated Jan 7, 2025Jan 7, 2025

• TAD-Graph

  Public
  [TMI'2025] TAD-Graph: Enhancing Whole Slide Image Analysis via Task-Aware Subgraph Disentanglement

  wsicomputational-pathologygraph-neural-networks

  wsicomputational-pathologygraph-neural-networks

  Python

  •

  MIT License

  •11 fork•99 stars•00 issues•00 pull requests•Updated Dec 22, 2024Dec 22, 2024

• CATE

  Public
  [NeurIPS'24] Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement - NeurIPS 2024

  wsicomputational-pathologyfoundation-models

  wsicomputational-pathologyfoundation-models

  Python

  •11 fork•1616 stars•22 issues•00 pull requests•Updated Nov 19, 2024Nov 19, 2024

• MulT-EHR

  Public
  [Neural Networks'24] Multi-task Heterogeneous Graph Learning on Electronic Health Records

  ehrelectronic-health-recordsmulti-task-learning+ 1

  ehrelectronic-health-recordsmulti-task-learninggraph-neural-networks

  Jupyter Notebook

  •33 forks•2222 stars•11 issue•00 pull requests•Updated Sep 22, 2024Sep 22, 2024

• HIGT

  Public
  [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis

  computational-pathologymulti-instance-learningwhole-slide-image+ 1

  computational-pathologymulti-instance-learningwhole-slide-imagegraph-transformer

  Python

  •11 fork•3232 stars•33 issues•00 pull requests•Updated Sep 14, 2024Sep 14, 2024

• cDPMIL

  Public
  [ECCV'24] cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process

  dirichlet-processcomputational-pathologymultiple-instance-learning

  dirichlet-processcomputational-pathologymultiple-instance-learning

  Python

  •11 fork•1717 stars•11 issue•00 pull requests•Updated Sep 10, 2024Sep 10, 2024

• PAM

  Public
  [TMI'24] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning

  mambawsicomputational-pathology+ 1

  mambawsicomputational-pathologywhole-slide-image

  Python

  •00 forks•66 stars•22 issues•00 pull requests•Updated May 24, 2024May 24, 2024

• MGCA

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

  self-supervised-learningmedical-reportcontrastive-learning+ 1

  self-supervised-learningmedical-reportcontrastive-learningmedical-vision-and-language-pretraining

  Jupyter Notebook

  •2626 forks•181181 stars•1010 issues•00 pull requests•Updated May 16, 2024May 16, 2024