Federated Learning Survival Model and Potential Radiotherapy Decision Support Impact Assessment for Non-small Cell Lung Cancer Using Real-World Data

CONCLUSION: Federated learning over multiple institution data can be used to develop and validate decision support systems for lung cancer while quantifying the potential impact of their use in practice. This paves the way for personalised medicine, where decisions can be based more closely on individual patient details from routine care.PMID:38631978 | DOI:10.1016/j.clon.2024.03.008

Source: Cancer Control - April 17, 2024 Category: Cancer & Oncology Authors: M Field S Vinod G P Delaney N Aherne M Bailey M Carolan A Dekker S Greenham E Hau J Lehmann J Ludbrook A Miller A Rezo J Selvaraj J Sykes D Thwaites L Holloway Source Type: research