Assessing Clinical Disease Recurrence Using Laboratory Data in Surgically Resected Patients From the TOPPIC Trial.

Akbar K Waljee Shirley Cohen-MekelburgYumu LiuBoang LiuJi ZhuPeter D R Higgins

Published in: Crohn's & colitis 360 (2020)

A machine learning algorithm with laboratory data from within the first 3 months postsurgically does not discriminate clinical recurrence well. Alternative noninvasive measures should be considered and further evaluated.

Keyphrases

machine learning
big data
end stage renal disease
electronic health record
ejection fraction
newly diagnosed
chronic kidney disease
clinical trial
deep learning
lymph node
artificial intelligence
study protocol
phase ii
patient reported
neural network