zihou98 / PMIL
Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images
☆27Updated last year
Alternatives and similar repositories for PMIL:
Users that are interested in PMIL are comparing it to the libraries listed below
- ☆17Updated last year
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆21Updated 11 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆55Updated 11 months ago
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆20Updated 5 months ago
- ☆49Updated 3 months ago
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆19Updated 2 months ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Updated last year
- SI-MIL☆27Updated 3 months ago
- Unofficial implementation of CVPR2022 paper DTFD-MIL. Use the official CAMELYON16 dataset instead of the .pickle file used in the officia…☆27Updated last year
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆34Updated last year
- ☆18Updated 3 weeks ago
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆35Updated 11 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆75Updated last week
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆24Updated 3 years ago
- Python library for processing whole slide images (WSIs) in sdpc format☆51Updated 2 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆91Updated last month
- ☆61Updated 2 years ago
- ☆51Updated last year
- ☆62Updated 3 months ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆82Updated last year
- ☆37Updated 3 years ago
- CVPR 2023 Highlight☆84Updated last year
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆68Updated 2 months ago
- ☆31Updated 3 months ago
- ☆25Updated 2 months ago
- ☆35Updated 2 years ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆83Updated last year
- Radiopathomics: a framework of fusing multi-scale images information to enrich description of tumor heterogeneity for LARC patients prior…☆20Updated 3 years ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆68Updated 2 months ago