Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets
☆96May 23, 2023Updated 3 years ago
Alternatives and similar repositories for benchmark-ssl-pathology
Users that are interested in benchmark-ssl-pathology are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆360Mar 29, 2025Updated last year
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆170Jan 29, 2024Updated 2 years ago
- Histopathology Feature Extractors (2024)☆14Jun 14, 2024Updated last year
- Downloading and Creating labels for the TCGA lung Whole Slide Images☆12Feb 29, 2024Updated 2 years ago
- Pathology Foundation Model - Nature Medicine☆725Mar 26, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Python 3 library for the augmentation & normalization of H&E images☆66Sep 12, 2022Updated 3 years ago
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆149Feb 5, 2026Updated 3 months ago
- Build patches from whole slide images (WSIs) in .sdpc format.☆13Jun 21, 2024Updated last year
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆56Jun 20, 2023Updated 2 years ago
- Repository for the Giga-SSL paper☆26Oct 15, 2024Updated last year
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆34Jul 2, 2023Updated 2 years ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆91Apr 16, 2024Updated 2 years ago
- Open source tools for computational pathology - Nature BME☆1,678Apr 14, 2025Updated last year
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆85Dec 23, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICCV 2023] Improving Representation Learning for Histopathologic Images with Cluster Constraints☆20May 4, 2026Updated 3 weeks ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆120Jun 19, 2023Updated 2 years ago
- Vision-Language Pathology Foundation Model - Nature Medicine☆498Mar 26, 2025Updated last year
- ☆32Nov 1, 2022Updated 3 years ago
- ☆20Jul 15, 2022Updated 3 years ago
- ☆133Apr 11, 2024Updated 2 years ago
- Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)☆619Mar 19, 2024Updated 2 years ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆21Mar 25, 2022Updated 4 years ago
- Predicting Ovarian Cancer Treatment Response in Histopathology using Hierarchical Vision Transformers and Multiple Instance Learning☆12Nov 29, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- (CVPR2024) Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆45Jun 22, 2024Updated last year
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆147Feb 22, 2025Updated last year
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆464Apr 29, 2024Updated 2 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆68Mar 17, 2025Updated last year
- Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data☆607May 16, 2025Updated last year
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆270Dec 23, 2023Updated 2 years ago
- IEEE J-BHI paper: MSBP_Net: Multi-scale binary pattern encoding network for cancer classification in pathology images☆11Nov 19, 2024Updated last year
- Multimodal Whole Slide Foundation Model for Pathology - Nature Medicine☆343Dec 13, 2025Updated 5 months ago
- Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PL…☆376Sep 20, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆10Jan 17, 2023Updated 3 years ago
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆483May 3, 2024Updated 2 years ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆27Aug 29, 2022Updated 3 years ago
- List of pathology feature extractors and foundation models☆189Feb 15, 2026Updated 3 months ago
- ☆174Nov 11, 2023Updated 2 years ago
- GrandQC tool for tissue detection and quality control in pathology☆97Dec 27, 2025Updated 4 months ago
- CVPR 2023 Highlight☆100Apr 3, 2024Updated 2 years ago