kidpaul94 / MIL-WSI
Multi Instance Learning (MIL) for Whole Slide Image (WSI) Classification
☆11Updated last year
Alternatives and similar repositories for MIL-WSI:
Users that are interested in MIL-WSI are comparing it to the libraries listed below
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆44Updated 6 months ago
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆17Updated 3 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated last year
- ☆146Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆79Updated 9 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆73Updated 2 months ago
- CVPR 2023 Highlight☆80Updated 9 months ago
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆26Updated last year
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆77Updated 3 months ago
- ☆21Updated last month
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆33Updated 11 months ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆55Updated 9 months ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆54Updated 2 months ago
- Python library for processing whole slide images (WSIs) in sdpc format☆49Updated 4 months ago
- ☆18Updated 2 weeks ago
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆15Updated 11 months ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆82Updated last year
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆25Updated 8 months ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆53Updated 2 years ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 9 months ago
- ☆60Updated 2 years ago
- ☆26Updated 3 weeks ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆134Updated 8 months ago
- ☆36Updated 3 years ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆98Updated 4 months ago
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆43Updated last month
- Contains codes of DeepAttnMISL in MEDIA'20☆57Updated 4 years ago
- ☆16Updated last year
- Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆22Updated 7 months ago
- ☆58Updated last month