KatherLab / swarm-learning-hpeLinks
Experimental repo for Odelia project based on HPE platform. This repo contains multiple models for histopathology and radiology training.
☆13Updated last week
Alternatives and similar repositories for swarm-learning-hpe
Users that are interested in swarm-learning-hpe are comparing it to the libraries listed below
Sorting:
- Swarm Learning for computational pathology☆29Updated 3 years ago
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆225Updated last year
- A collaborative learning framework for empowering biomedical research☆69Updated this week
- Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/☆93Updated last year
- A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network☆59Updated 6 months ago
- A simplified library for decentralized, privacy preserving machine learning☆350Updated last week
- A list of papers on Federated Deep Learning in Healthcare, in particular, algorithms Deep Learning with Medical Imaging.☆33Updated 5 years ago
- Low-level Python library used to interact with a Substra network☆280Updated last year
- PriMIA: Privacy-preserving Medical Image Analysis☆137Updated 2 years ago
- Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models☆128Updated last year
- HistoClean is a tool for the preprocessing and augmentation of images used in deep learning models. This easy to use application brings…☆32Updated 3 years ago
- Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020☆196Updated 4 years ago
- Notebooks for working with The Cancer Imaging Archive datasets. Have you written one? Submit a PR!☆126Updated 3 weeks ago
- Interactive deep learning whole-cell segmentation and thresholding using partial annotations☆41Updated last week
- ☆100Updated last year
- Repository for transferGWAS, a deep learning method for performing genome-wide association studies on full medical imaging data.☆14Updated 3 years ago
- ☆32Updated 4 years ago
- DLBCL-Morph dataset containing high resolution tissue microarray scans from 209 DLBCL cases, with geometric features computed using deep …☆39Updated 5 years ago
- A curated list of Federated Learning papers/articles and recent advancements.☆100Updated 2 years ago
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆39Updated 6 years ago
- Methods for training and interpreting deep radiogenomic neural networks☆14Updated 5 years ago
- Transparent and reproducible medical image processing pipelines in Python.☆56Updated last week
- An open-source digital pathology based rapid image annotation tool☆89Updated last week
- The HyFed framework provides an easy-to-use API to develop federated, privacy-preserving machine learning algorithms.☆18Updated 3 months ago
- 🔬 Code-free deep segmentation for computational pathology☆56Updated last year
- A deep learning-based fully-automatic intravenous contrast detection tool for head-and-neck and chest CT scans.☆24Updated 2 years ago
- The repo for the FeTS Challenge☆55Updated 3 months ago
- PAthological QUpath Obsession - QuPath and Python conversations☆128Updated 3 months ago
- ☆72Updated this week
- Aligning images acquired with the IBEX microscopy imaging technique☆18Updated 2 weeks ago