A mixed-ensemble model for hospital readmission.

Journal: Artificial intelligence in medicine
Published Date:

Abstract

OBJECTIVE: A hospital readmission is defined as an admission to a hospital within a certain time frame, typically thirty days, following a previous discharge, either to the same or to a different hospital. Because most patients are not readmitted, the readmission classification problem is highly imbalanced.

Authors

  • Lior Turgeman
    Katz Graduate School of Business, University of Pittsburgh, Pittsburgh, PA 15260, United States. Electronic address: Tur.lior@gmail.com.
  • Jerrold H May
    Katz Graduate School of Business, University of Pittsburgh, Pittsburgh, PA 15260, United States.