Swarm learning for decentralized artificial intelligence in cancer histopathology
Oliver Lester Saldanha, Philip Quirke, Nicholas Paul West, Jacqueline A. James, Maurice Bernard Loughrey, Heike Irmgard Grabsch, Manuel Salto‐Tellez, Elizabeth Alwers, Didem Çifçi, Narmin Ghaffari Laleh, Tobias Seibel, Richard G. Gray, Gordon G. A. Hutchins, Hermann Brenner, Marko van Treeck, , Jakob Nikolas Kather
This paper demonstrates swarm learning for training AI models on decentralized histopathology data to predict molecular features in colorectal cancer.
Nature Medicine · Apr 25, 2022Peer-reviewedBioinformatics