aimagelab / mil4wsiLinks
DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs
☆64Updated last year
Alternatives and similar repositories for mil4wsi
Users that are interested in mil4wsi are comparing it to the libraries listed below
Sorting:
- ☆30Updated 11 months ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆88Updated last year
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆126Updated this week
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆103Updated 3 weeks ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆145Updated 10 months ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆161Updated last year
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆68Updated 3 years ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆125Updated 8 months ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 4 years ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆93Updated 2 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆155Updated last year
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆113Updated 2 years ago
- CVPR 2023 Highlight☆96Updated last year
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆90Updated last week
- Standardized benchmark for computational pathology foundation models.☆122Updated 2 months ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆64Updated 10 months ago
- ☆55Updated 8 months ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆56Updated 2 years ago
- PathDino - Rotation-Agnostic Image Representation Learning for Digital Pathology (CVPR 2024)☆30Updated last year
- ☆169Updated 2 years ago
- ☆103Updated 2 years ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆39Updated 2 years ago
- ☆37Updated 2 years ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆96Updated 10 months ago
- ☆28Updated last year
- Python library for processing whole slide images (WSIs) in sdpc format☆62Updated 11 months ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated 2 years ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆85Updated 9 months ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆132Updated 3 months ago
- Gpu accelerated vahadane stain normalization for Digital Pathology workflows.☆25Updated last year