kidpaul94 / MIL-WSI
Multi Instance Learning (MIL) for Whole Slide Image (WSI) Classification
☆12Updated last year
Alternatives and similar repositories for MIL-WSI:
Users that are interested in MIL-WSI are comparing it to the libraries listed below
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆20Updated 6 months ago
- ☆50Updated last week
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆146Updated 11 months ago
- CVPR 2023 Highlight☆86Updated last year
- ☆21Updated 4 months ago
- ☆154Updated last year
- ☆25Updated 2 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
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆28Updated last year
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆56Updated 4 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆79Updated 3 weeks ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Updated last year
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆68Updated 2 months ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆88Updated last month
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆19Updated 2 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆56Updated 2 months 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
- ☆57Updated 7 months ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆54Updated 2 years ago
- ☆38Updated 3 years ago
- Contains codes of DeepAttnMISL in MEDIA'20☆58Updated 4 years ago
- ☆32Updated 3 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆35Updated last year
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆107Updated 7 months ago
- Python library for processing whole slide images (WSIs) in sdpc format☆51Updated 2 months ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆83Updated last year
- ☆65Updated 4 months ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning"☆28Updated 2 years 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