Implementation of the Australian Computer-Assisted Theragnostics (AusCAT) network for radiation oncology data extraction, reporting and distributed learning.

Matthew Field Shalini Kavita Vinod Noel J Aherne Martin G Carolan Andre DekkerGeoff DelaneyStuart GreenhamEric HauJoerg Lehmann Joanna Ludbrook Alexis Andrew MillerAngela RezoJothybasu Selvaraj Jonathan Sykes Lois C Holloway David I Thwaites

Published in: Journal of medical imaging and radiation oncology (2021)

Population-based studies on routine data are possible using a distributed learning approach. This has the potential for decision support models for patients for whom supporting clinical trial evidence is not applicable.

Keyphrases

clinical trial
end stage renal disease
electronic health record
chronic kidney disease
newly diagnosed
primary care
healthcare
big data
peritoneal dialysis
randomized controlled trial
adverse drug
patient reported outcomes
machine learning
patient reported
phase iii
network analysis
drug induced