Medi-AI on LinkedIn: #precisionmedicine #machinelearning #privacy

Precision medicine relies on quick and accurate detection of patients with severe and heterogeneous illnesses. For example, machine learning can be used to identify leukaemia patients based on their blood transcriptomes. However, due to privacy regulations, there is a growing gap between what is permitted and what is technically feasible. Introduction of Swarm Learning-a decentralised machine learning approach combining edge computing, peer-to-peer-networking, and coordination while preserving confidentiality, allows integration of any medical data from anywhere in the world, accelerating the adoption of precision medicine.