histocartography / zoommilLinks
ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) classification.
☆68Updated 3 years ago
Alternatives and similar repositories for zoommil
Users that are interested in zoommil are comparing it to the libraries listed below
Sorting:
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated 2 years ago
- ☆71Updated 4 years ago
- ☆37Updated 2 years ago
- CVPR 2023 Highlight☆96Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆159Updated last year
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆91Updated 2 years ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆64Updated last year
- Histopathology Image Analysis☆92Updated 2 years ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 4 years ago
- ☆29Updated 11 months ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆59Updated 4 years ago
- ☆57Updated 3 years ago
- ☆37Updated 4 years ago
- SI-MIL☆33Updated 11 months ago
- Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)☆143Updated 3 years ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆112Updated 2 years ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆56Updated 2 years ago
- Evaluation code for the PanNuke dataset☆29Updated 5 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago
- ☆29Updated 2 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆155Updated last year
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆145Updated 10 months ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆64Updated 10 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
- Standardized benchmark for computational pathology foundation models.☆121Updated last month
- ☆32Updated 3 years ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆39Updated 2 years ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆101Updated 2 weeks ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated 2 years ago
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆124Updated 5 months ago