Attention to early stages: predicting acute kidney injury in a post cardiosurgical ICU setting using an inclusive time-to-event model.

Journal: Computers in biology and medicine
Published Date: May 9, 2025

Abstract

BACKGROUND: Acute kidney injury (AKI) is a critical complication in intensive care units (ICUs) that is known to have multifaceted impacts. However, as AKI is often detected too late, early prediction is crucial for timely intervention.

Authors

  • Micha Christ
    Center for Medical Data Integration, Bosch Health Campus, Stuttgart, Germany. Electronic address: micha.christ@rbk.de.
  • Nico Schmid
    Center for Medical Data Integration, Bosch Health Campus, Stuttgart, Germany.
  • Mark Dominik Alscher
    Executive Chief Physician of Robert Bosch Hospital and Director of Robert Bosch Society for Medical Research, Stuttgart, Germany.
  • Carmen Heidrich
    Center for Medical Data Integration, Bosch Health Campus, Stuttgart, Germany.
  • Bartosz Rylski
    Department of Cardiovascular Surgery, Robert Bosch Hospital, Stuttgart, Germany.
  • Joerg Latus
    Department of General Internal Medicine and Nephrology, Robert Bosch Hospital, Stuttgart, Germany.
  • Nora Goebel
    Department of Cardiovascular Surgery, Robert Bosch Hospital, Stuttgart, Germany.
  • Moritz Schanz
    Department of General Internal Medicine and Nephrology, Robert Bosch Hospital, Stuttgart, Germany.

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