Transforming appeal decisions: machine learning triage for hospital admission denials

Objective: To develop and validate a machine learning model that helps physician advisors efficiently identify hospital admission denials likely to be overturned on appeal. Materials: Analysis of 2473 appealed hospital admission denials with known outcomes, split 90:10 for training and testing. …