Journal of surgical oncology
Development of a Multivariable Machine Learning Model for the Prediction of Postoperative Ileus After Radical Cystectomy.
Murugesan Manoharan, Mohamed Javid Raja Iyub, Yanjia Zhang, Pushan Prabhakar, Arjun Pon Avudaiappan, Mahmoud Eldefrawy, Sai Raghavendra Sridhar, Deerush Kannan Sakthivel
Published: 202510.1002/jso.70161
Abstract
BACKGROUND AND OBJECTIVES: Postoperative Ileus (POI) is a common complication after Radical Cystectomy (RC) that delays recovery and extends hospital stay. Our objective was to develop machine learning (ML) models that can predict patients at a high…
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