KatherLab/swarm-learning-hpe
Experimental repo for Odelia project based on HPE platform. This repo contains multiple models for histopathology and radiology training.
This project provides pre-trained AI models and a workflow for medical image analysis using a decentralized learning approach. It takes medical images, specifically histopathology slides and MRI scans, as input and produces trained AI models capable of tasks like tumor detection or disease classification. Researchers, clinicians, and medical institutions can use this to collaborate on developing robust AI models without sharing sensitive patient data.
Use this if you are a medical researcher or clinician who needs to train AI models on sensitive medical imaging data from multiple institutions while maintaining strict data privacy and security.
Not ideal if you are looking for a simple, single-machine image analysis tool or if you do not have the infrastructure and expertise for a decentralized, privacy-preserving AI training setup.
Stars
14
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2
Language
Jupyter Notebook
License
MIT
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Last pushed
Feb 20, 2026
Commits (30d)
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