M. Tombaz

Clinically Interpretable Machine Learning for Glycemic Risk Screening in Trauma Patients

Undiagnosed diabetes and prediabetes are common among trauma patients and increase perioperative complication rates, yet routine glycemic screening at hospital admission is rarely performed. We compared 10 supervised machine learning (ML) algorithms for early detection of impaired glucose metabolism in 1789 trauma surg...