Beyond electronic health record data: leveraging natural language processing and machine learning to uncover cognitive insights from patient-nurse verbal communications.

Abstract

Authors

• Maryam Zolnoori
  Columbia University School of Nursing, New York, NY.
• Ali Zolnour
  Columbia University Irving Medical Center, New York, NY 10032, United States.
• Sasha Vergez
  Center for Home Care Policy & Research, Visiting Nurse Service of New York, New York, NY.
• Sridevi Sridharan
  Center for Home Care Policy & Research, Visiting Nurse Service of New York, New York, NY.
• Ian Spens
  Center for Home Care Policy & Research, VNS Health, New York, NY 10017, United States.
• Maxim Topaz
  Division of General Internal Medicine and Primary Care, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, USA.
• James M Noble
  Taub Institute for Research on Alzheimer's Disease and the Aging Brain, G.H. Sergievsky Center and Department of Neurology, Columbia University Irving Medical Center, New York, New York, USA.
• Suzanne Bakken
  Columbia University, School of Nursing, New York, NY, USA; Columbia University, Department of Biomedical Informatics, New York, NY, USA; Columbia University, Data Science Institute, New York, NY, USA. Electronic address: sbh22@cumc.columbia.edu.
• Julia Hirschberg
  Department of Computer Science, Columbia University, New York, NY 10027, USA. julia@cs.columbia.edu.
• Kathryn Bowles
• Nicole Onorato
  Center for Home Care Policy and Research, Visiting Nurse Service of New York, New York, NY. Electronic address: Nicole.Onorato@vnsny.org.
• Margaret V McDonald
  The Visiting Nurse Service of New York, New York, NY, USA.

Keywords

External Resources