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@HKU-MedAI MedAI@HKU

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    37 repositories

    • EvoPath

      Public
      Python
      •
      MIT License
      •0•1•0•0•Updated Aug 14, 2026Aug 14, 2026

    • PathSculpt

      Public
      Python
      •
      MIT License
      •0•2•0•0•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
      •0•2•0•0•Updated Jun 23, 2026Jun 23, 2026

    • HyperPath

      Public
      HyperPath: Knowledge-Guided Hyperbolic Semantic Hierarchy Modeling for WSI Analysis (MICCAI 2025 Early Accept)
      Python
      •1•7•1•0•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
      •0•1•0•0•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
      •0•4•1•0•Updated May 12, 2026May 12, 2026

    • CTF

      Public
      Python
      •1•1•0•0•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
      •0•1•0•0•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
      •5•81•0•0•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
      •4•31•3•0•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
      •2•10•2•0•Updated Feb 1, 2026Feb 1, 2026

    • HERGen

      Public
      [ECCV'2024] HERGen: Elevating Radiology Report Generation with Longitudinal Data
      Jupyter Notebook
      •
      Other
      •2•31•6•0•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
      •5•38•0•0•Updated Jan 4, 2026Jan 4, 2026

    • SIB-MIL

      Public
      Python
      •0•4•0•0•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
      •0•18•1•0•Updated Oct 14, 2025Oct 14, 2025

    • DPMM

      Public
      [NeurIPS' 2025] Amplifying Prominent Representations in Multimodal Learning via Variational Dirichlet Process
      Python
      •0•3•0•0•Updated Oct 6, 2025Oct 6, 2025

    • CMCM

      Public
      [ICML'2025]Cross-Modal Alignment via Variational Copula Modelling
      Python
      •4•17•1•0•Updated Oct 6, 2025Oct 6, 2025

    • HKU-MedAI.github.io

      Public
      Lab homepage
      HTML
      •0•0•0•0•Updated Sep 28, 2025Sep 28, 2025

    • DemoGraph

      Public
      Python
      •0•2•0•0•Updated Jul 4, 2025Jul 4, 2025

    • DDPSurv-net

      Public
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Apr 11, 2025Apr 11, 2025

    • FM-Bridge

      Public
      Python
      •0•1•0•0•Updated Mar 20, 2025Mar 20, 2025

    • MorphoNet

      Public
      Jupyter Notebook
      •
      MIT License
      •0•4•0•0•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
      •1•10•0•0•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
      knowledgewsicomputational-pathologyconcept-learning
      Python
      •1•36•1•0•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
      •1•9•0•0•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
      •1•16•2•0•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
      ehrelectronic-health-recordsmulti-task-learninggraph-neural-networks
      Jupyter Notebook
      •3•22•1•0•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
      computational-pathologymulti-instance-learningwhole-slide-imagegraph-transformer
      Python
      •1•32•3•0•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
      •1•17•1•0•Updated Sep 10, 2024Sep 10, 2024

    • PAM

      Public
      [TMI'24] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning
      mambawsicomputational-pathology
      mambawsicomputational-pathologywhole-slide-image
      Python
      •0•6•2•0•Updated May 24, 2024May 24, 2024
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