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
- Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"☆18Aug 17, 2024Updated last year
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆172Jan 29, 2024Updated 2 years ago
- Downloading and Creating labels for the TCGA lung Whole Slide Images☆12Feb 29, 2024Updated 2 years ago
- Python 3 library for the augmentation & normalization of H&E images☆66Sep 12, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Histopathology Feature Extractors (2024)☆14Jun 14, 2024Updated 2 years ago
- Build patches from whole slide images (WSIs) in .sdpc format.☆13Jun 21, 2024Updated 2 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆56Jun 20, 2023Updated 3 years ago
- Pathology Foundation Model - Nature Medicine☆761Mar 26, 2025Updated last year
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆37Jul 2, 2023Updated 3 years ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆92Apr 16, 2024Updated 2 years ago
- Repository for the Giga-SSL paper☆26Oct 15, 2024Updated last year
- Open source tools for computational pathology - Nature BME☆1,716Apr 14, 2025Updated last year
- [ICCV 2023] Improving Representation Learning for Histopathologic Images with Cluster Constraints☆20May 4, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆85Dec 23, 2024Updated last year
- Vision-Language Pathology Foundation Model - Nature Medicine☆518Mar 26, 2025Updated last year
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆153Feb 5, 2026Updated 5 months ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆120Jun 19, 2023Updated 3 years ago
- ☆32Nov 1, 2022Updated 3 years ago
- Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)☆622Mar 19, 2024Updated 2 years ago
- ☆136Apr 11, 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆149Feb 22, 2025Updated last year
- ☆20Jul 15, 2022Updated 4 years ago
- (CVPR2024) Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆46Jun 22, 2024Updated 2 years ago
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆467Apr 29, 2024Updated 2 years ago
- Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data☆626Updated this week
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆70Mar 17, 2025Updated last year
- We trained high performing open source models on image scans of tissue biopsies to predict endoscopic categories in inflammatory bowel di…☆17Mar 3, 2023Updated 3 years ago
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆272Dec 23, 2023Updated 2 years ago
- Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PL…☆381Sep 20, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- IEEE J-BHI paper: MSBP_Net: Multi-scale binary pattern encoding network for cancer classification in pathology images☆11Nov 19, 2024Updated last year
- ☆10Jan 17, 2023Updated 3 years ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆27Aug 29, 2022Updated 3 years ago
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆492May 3, 2024Updated 2 years ago
- ☆89Jun 2, 2026Updated last month
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆137Apr 28, 2025Updated last year
- List of pathology feature extractors and foundation models☆201Feb 15, 2026Updated 5 months ago