Risk prediction algorithms for prolonged postoperative ileus: A systematic review.

Gordon Xin Hua LiuTony MilneWilliam XuChris Varghese Celia KeaneGreg O'GradyIan P Bissett Cameron I Wells

Published in: Colorectal disease : the official journal of the Association of Coloproctology of Great Britain and Ireland (2024)

Currently available risk prediction algorithms for PPOI appear to discriminate moderately well, although there is a lack of validation data. Future studies should aim to use a standardized definition of PPOI, comprehensively report model performance and validate their findings using internal and external methodologies.

Keyphrases

machine learning
deep learning
big data
patients undergoing
electronic health record
artificial intelligence
small bowel