Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)
☆143Jun 9, 2022Updated 3 years ago
Alternatives and similar repositories for Self-Supervised-ViT-Path
Users that are interested in Self-Supervised-ViT-Path are comparing it to the libraries listed below
Sorting:
- Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)☆615Mar 19, 2024Updated 2 years ago
- Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering☆111Jun 9, 2023Updated 2 years ago
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆268Dec 23, 2023Updated 2 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆162May 14, 2024Updated last year
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆33May 17, 2022Updated 3 years ago
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆458Apr 29, 2024Updated last year
- Open source tools for computational pathology - Nature BME☆1,628Apr 14, 2025Updated 11 months ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆68Nov 3, 2022Updated 3 years ago
- ☆351Mar 29, 2025Updated 11 months ago
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆238Mar 11, 2022Updated 4 years ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆146Feb 22, 2025Updated last year
- This is the official code for the paper Learning Represenations with Contrastive Self-Supervised Learning for Histopathology Applications☆13Aug 17, 2022Updated 3 years ago
- Pretrained model for self supervised histopathology☆121Jun 27, 2022Updated 3 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Jun 20, 2023Updated 2 years ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆118Jun 19, 2023Updated 2 years ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆65Feb 18, 2025Updated last year
- A tutorial demonstration of pathml on an example dataset for the manuscript "PathML: A unified framework for WSI analysis with deep learn…☆24Feb 8, 2022Updated 4 years ago
- Python 3 library for the augmentation & normalization of H&E images☆65Sep 12, 2022Updated 3 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆162Nov 19, 2024Updated last year
- Data and code to accompany our Nature publication☆48May 3, 2022Updated 3 years ago
- Computational Pathology Toolbox developed by TIA Centre, University of Warwick.☆514Updated this week
- ☆38Feb 16, 2023Updated 3 years ago
- Histopathology Image Analysis☆94Jul 6, 2023Updated 2 years ago
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆239Feb 7, 2023Updated 3 years ago
- Hands-on Sessions 1 and 2 at the Building Interpretable AI for Digital Pathology AMLD workshop 2021☆22Apr 28, 2021Updated 4 years ago
- Artificial Intelligence predicts immune and inflammatory gene signatures directly from hepatocellular carcinoma histology images☆20Jul 8, 2024Updated last year
- Tools for computational pathology☆444Oct 24, 2025Updated 4 months ago
- Pathology Foundation Model - Nature Medicine☆692Mar 26, 2025Updated 11 months ago
- This repository contains the implementation of TILAb-score as described in the original paper.☆18Oct 3, 2019Updated 6 years ago
- Benchmarking toolkit for patch-based histopathology image classification.☆44Jun 2, 2023Updated 2 years ago
- PyTorch implementation of GCMAE☆38Jul 8, 2024Updated last year
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆27Aug 29, 2022Updated 3 years ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆100Nov 27, 2024Updated last year
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆467May 3, 2024Updated last year
- ☆46Apr 12, 2023Updated 2 years ago
- Toolbox for measuring adversarial robustness to many transforms☆19Apr 24, 2025Updated 10 months ago
- ☆57Jan 18, 2022Updated 4 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆79Jan 9, 2023Updated 3 years ago
- First commit☆66Jul 5, 2022Updated 3 years ago