Diagnosis-based mortality prediction for intensive care unit patients via transfer learning

Mengqi Xu, Subha Maity, Joel Dubin

In the intensive care unit, the underlying causes of critical illness vary substantially across diagnoses, yet prediction models accounting for diagnostic heterogeneity have not be…