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…☆89Updated last year
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆147Updated 11 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆106Updated last month
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆130Updated 3 weeks ago
- 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
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆160Updated last year
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆160Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 4 years ago
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆91Updated 3 weeks ago
- Gpu accelerated vahadane stain normalization for Digital Pathology workflows.☆25Updated last year
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆56Updated 3 years ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆126Updated 9 months ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆65Updated 11 months ago
- Multimodal prototyping for cancer survival prediction - ICML 2024☆112Updated 11 months ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆94Updated 2 years ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆39Updated 2 years ago
- ☆56Updated 9 months ago
- PathDino - Rotation-Agnostic Image Representation Learning for Digital Pathology (CVPR 2024)☆30Updated last year
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆116Updated 2 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Updated 10 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆87Updated 10 months ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆133Updated 4 months ago
- ☆171Updated 2 years ago
- ☆57Updated 4 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆92Updated 2 years ago
- Standardized benchmark for computational pathology foundation models.☆125Updated 2 months ago
- CVPR 2023 Highlight☆96Updated last year
- ☆38Updated 2 years ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated 2 years ago