HKU-MedAI / cDPMIL
[ECCV'24] cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process
☆13Updated 6 months ago
Alternatives and similar repositories for cDPMIL:
Users that are interested in cDPMIL are comparing it to the libraries listed below
- SI-MIL☆26Updated 2 months ago
- Official Pytorch Code of Our Paper: Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifie…☆18Updated 10 months ago
- [AAAI'23] MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Ima…☆9Updated 11 months ago
- ☆14Updated last year
- Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification☆18Updated 3 months ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆83Updated last year
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆33Updated last year
- ☆26Updated 2 years ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆32Updated 6 months ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆23Updated last year
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆66Updated last month
- ☆10Updated last year
- ☆23Updated 2 months ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆25Updated 3 years ago
- Efficient Approach for Guided Local Examination in Digital Pathology☆14Updated 3 weeks ago
- ☆16Updated last year
- Iteratively Coupled Multiple Instance Learning☆19Updated 4 months ago
- ☆21Updated 8 months ago
- Code of "Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images" - ICLR 2023☆18Updated last year
- ☆29Updated last year
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆24Updated 2 years ago
- Cell Graph Transformer for Nuclei Classification, AAAI 2024☆20Updated 5 months ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆49Updated last month
- AttriMIL for Whole-Slide Pathological Image Analysis☆12Updated 2 months ago
- ☆20Updated 2 years ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆56Updated 4 months ago
- PathDino - Rotation-Agnostic Image Representation Learning for Digital Pathology (CVPR 2024)☆21Updated 9 months ago
- ☆29Updated 2 years ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 11 months ago
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆20Updated 5 months ago