BioinformaticsNaturePeer-reviewed
Swarm Learning as a privacy-preserving machine learning approach for disease classification
Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Shastry…·Alexander Goesmann
This paper introduces Swarm Learning, a decentralized machine learning approach for disease classification using transcriptomic data, demonstrating its effectiveness in developing classifiers for COVID-19, tuberculosis, and leukemias while preserving privacy.
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