In the current 12th episode of the English-language "The Medicine & Machine Learning Podcast" (MaML Podcast), Prof. Joachim Schultze is a guest. He talks about his ideas and research on applying Swarm Learning and Blockchain technology for decentralized and confidential machine learning with clinical data. This promising new approach to collaborative research improves both algorithm performance and patient privacy. Schultze recently published on this topic in the research journal Nature.
About the paper:
Swarm Learning for decentralized and confidential clinical machine learning.
Warnat-Herresthal et al. Nature (2021). DOI: 10.1038/s41586-021-03583-3