InkiYinji / MIL-ReviewLinks
The learning routes of MIL (categorized, key paper listed, continuously updated)
☆26Updated 3 weeks ago
Alternatives and similar repositories for MIL-Review
Users that are interested in MIL-Review are comparing it to the libraries listed below
Sorting:
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆80Updated 7 months ago
- ☆54Updated 5 months ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆125Updated last week
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆98Updated 5 months ago
- ☆164Updated last year
- Official code repository of paper HMIL: Hierarchical Multi-Instance Learning for Fine-Grained WSI Classification☆18Updated 5 months ago
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆21Updated 7 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆91Updated 7 months ago
- A quick start for pathology AI research☆40Updated 11 months ago
- A curated list of awesome Multi-instance Learning frameworks for Whole Slide Images (WSIs) classification, segmentation, etc.☆18Updated last year
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆31Updated 2 years ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated last year
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆110Updated 4 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆76Updated 6 months ago
- ☆36Updated last year
- Whole Slide Images papers in CVPR-2025☆38Updated 6 months ago
- ☆79Updated 9 months ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆155Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆86Updated last year
- ☆64Updated 3 years ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆62Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 3 years ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆25Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆97Updated 6 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆82Updated last week
- Official Pytorch Code of Our Paper: Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifie…☆20Updated last year
- ☆57Updated 2 years ago
- Python library for processing whole slide images (WSIs) in sdpc format☆57Updated 7 months ago
- A graph-transformer for whole slide image classification☆172Updated last year
- SI-MIL☆27Updated 8 months ago