Repositories list

• HKU-MedAI.github.io

  Public
  Lab homepage

  Less

  •0•0•0•0•Updated Dec 17, 2024Dec 17, 2024

• ConcepPath

  Public
  Python

  •0•8•0•0•Updated Dec 1, 2024Dec 1, 2024

• HERGen

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

  Jupyter Notebook

  •

  Other

  •2•14•1•0•Updated Nov 20, 2024Nov 20, 2024

• CATE

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

  Python

  •0•5•1•0•Updated Nov 19, 2024Nov 19, 2024

• 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

  Python

  •1•5•0•0•Updated Sep 24, 2024Sep 24, 2024

• MulT-EHR

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

  ehrelectronic-health-recordsmulti-task-learning+ 1graph-neural-networks

  Jupyter Notebook

  •1•5•0•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+ 1graph-transformer

  Python

  •1•31•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

  Python

  •0•11•0•0•Updated Sep 10, 2024Sep 10, 2024

• GEM-3D

  Public
  Generative Enhancement for 3D Medical Images

  image-generationdiffusion-models3d-medical-images

  Python

  •

  GNU General Public License v3.0

  •4•57•0•0•Updated Jun 6, 2024Jun 6, 2024

• PAM

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

  mambawsicomputational-pathology+ 1whole-slide-image

  Python

  •0•5•0•0•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+ 1medical-vision-and-language-pretraining

  Jupyter Notebook

  •21•143•8•0•Updated May 16, 2024May 16, 2024

• EndoGS

  Public
  [EARTH@MICCAI'2024] EndoGS: Deformable Endoscopic Tissues Reconstruction with Gaussian Splatting

  endoscopygaussian-splatting

  Python

  •4•112•1•0•Updated Apr 19, 2024Apr 19, 2024

• MulGT

  Public
  [AAAI'23] MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis

  multi-task-learningcomputational-pathologywhole-slide-image+ 1graph-transformer

  Python

  •0•9•0•0•Updated Apr 5, 2024Apr 5, 2024

• bnn_uncertainty

  Public
  [NeurIPS'23] Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations

  uncertainty-estimationbayesian-neural-network

  Python

  •0•8•0•0•Updated Nov 22, 2023Nov 22, 2023

• ConSlide

  Public
  [ICCV'23] ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis

  computational-pathologycontinual-learningwhole-slide-image

  Python

  •2•14•3•0•Updated Oct 6, 2023Oct 6, 2023

• WSI-HGNN

  Public
  [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning

  computational-pathologyheterogeneous-graph-neural-networkwhole-slide-image

  Python

  •7•78•5•0•Updated Aug 25, 2023Aug 25, 2023