Patient-Specific Classification of ICU Sedation Levels From Heart Rate Variability.

Journal: Critical care medicine
Published Date: Jul 1, 2017

Abstract

OBJECTIVE: To develop a personalizable algorithm to discriminate between sedation levels in ICU patients based on heart rate variability.

Authors

  • Sunil B Nagaraj
    1Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA.2Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA.3Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA.4Department of Electronics, Informatics and Bioengineering, Politecnico di Milano, Milan, Italy.
  • Siddharth Biswal
  • Emily J Boyle
  • David W Zhou
  • Lauren M McClain
  • Ednan K Bajwa
  • Sadeq A Quraishi
  • Oluwaseun Akeju
  • Riccardo Barbieri
    SpinLabs, Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy.
  • Patrick L Purdon
  • M Brandon Westover
    Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts.

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