Machine learning approaches for the prediction of postoperative complication risk in liver resection patients.
Journal:
BMC medical informatics and decision making
Published Date:
Dec 30, 2021
Abstract
BACKGROUND: For liver cancer patients, the occurrence of postoperative complications increases the difficulty of perioperative nursing, prolongs the hospitalization time of patients, and leads to large increases in hospitalization costs. The ability to identify influencing factors and to predict the risk of complications in patients with liver cancer after surgery could assist doctors to make better clinical decisions.