Richarizardd / Self-Supervised-ViT-PathLinks
Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)
☆140Updated 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:
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆89Updated 2 years ago
- Pretrained model for self supervised histopathology☆120Updated 3 years ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆66Updated 2 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆154Updated last year
- Stain normalization tools for histological analysis and computational pathology☆151Updated 7 months ago
- Histopathology Image Analysis☆92Updated 2 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago
- ☆70Updated 4 years ago
- ☆55Updated 3 years ago
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆258Updated last year
- A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.☆105Updated 9 months ago
- A graph-transformer for whole slide image classification☆168Updated last year
- ☆63Updated 11 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆138Updated 6 months ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆139Updated 4 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆144Updated 9 months ago
- Some stain normalization code☆89Updated 2 years ago
- StainNet: a fast and robust stain normalization network☆51Updated 3 years ago
- Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering☆107Updated 2 years ago
- GPU-accelerated stain normalization command line tool☆22Updated last year
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆93Updated 9 months ago
- Encoder-Decoder Cell and Nuclei segmentation models☆93Updated last week
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆157Updated last year
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆61Updated 8 months ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆105Updated 2 years ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆68Updated 2 years ago
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆81Updated 3 weeks ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆62Updated 3 years ago
- Multimodal prototyping for cancer survival prediction - ICML 2024☆91Updated 6 months ago
- List of pathology feature extractors and foundation models☆147Updated 2 months ago