Thirty-Day Unplanned Hospital Readmissions in Patients With Cancer and the Impact of Social Determinants of Health: A Machine Learning Approach.
Nickolas StabelliniAziz NazhaNikita AgrawalMerilys HuhnJohn ShanahanNelson HammerschlakKristin WaiteJill S Barnholtz-SloanAlberto J MonteroPublished in: JCO clinical cancer informatics (2023)
Key drivers of unplanned readmissions in patients with cancer are complex and involve both clinical factors and SDOH. We developed a cancer-specific ML model that with reasonable accuracy identified patients with cancer at high risk for an unplanned hospital readmission.