wwu98934 / MuRCL
MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification
☆24Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for MuRCL
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆33Updated 9 months ago
- ☆19Updated 4 months ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆30Updated 2 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream multiple instance learning.☆51Updated 5 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated last year
- CBMIL: Clustering-based Multi-instance Learning Network for Whole Slide Image Classification☆10Updated last year
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆62Updated 3 months ago
- ☆50Updated 2 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆30Updated last year
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆74Updated last year
- SI-MIL☆21Updated 5 months ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 6 months ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆20Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆77Updated last month
- PathDino - Rotation-Agnostic Image Representation Learning for Digital Pathology (CVPR 2024)☆15Updated 5 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆41Updated last week
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆27Updated last year
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆26Updated last year
- ☆33Updated 4 months ago
- ☆13Updated last year
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆40Updated 4 months ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning"☆27Updated 2 years ago
- ☆28Updated last year
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆50Updated 7 months ago
- [ECCV 2024] Official Implementation of 《WSI-VQA: Interpreting Whole Slide Image by Generative Question Answering》☆28Updated last week
- The official implementation of GPFM☆40Updated last week
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆45Updated this week
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆49Updated last month
- ☆24Updated 2 years ago
- ☆36Updated last year