Machine Learning to Develop and Internally Validate a Predictive Model for Post-operative Delirium in a Prospective, Observational Clinical Cohort Study of Older Surgical Patients.

Abstract

Authors

• Annie M Racine
  Aging Brain Center, Institute for Aging Research, Boston, MA, USA.
• Douglas Tommet
  Department of Psychiatry & Human Behavior, and Neurology, Brown University Warren Alpert Medical School, Providence, RI, USA.
• Madeline L D'Aquila
  Aging Brain Center, Institute for Aging Research, Boston, MA, USA.
• Tamara G Fong
  Aging Brain Center, Institute for Aging Research, Boston, MA, USA.
• Yun Gou
  Aging Brain Center, Institute for Aging Research, Boston, MA, USA.
• Patricia A Tabloski
  William F Connell School of Nursing at Boston College, Boston, MA, USA.
• Eran D Metzger
  Harvard Medical School, Boston, MA, USA.
• Tammy T Hshieh
  Harvard Medical School, Boston, MA, USA.
• Eva M Schmitt
  Aging Brain Center, Institute for Aging Research, Boston, MA, USA.
• Sarinnapha M Vasunilashorn
  Harvard Medical School, Boston, MA, USA.
• Lisa Kunze
  Harvard Medical School, Boston, MA, USA.
• Kamen Vlassakov
  Harvard Medical School, Boston, MA, USA.
• Ayesha Abdeen
  Harvard Medical School, Boston, MA, USA.
• Jeffrey Lange
  Harvard Medical School, Boston, MA, USA.
• Brandon Earp
  Harvard Medical School, Boston, MA, USA.
• Bradford C Dickerson
  Frontotemporal Disorders Unit, Massachusetts General Hospital & Harvard Medical School, Boston MA, USA.
• Edward R Marcantonio
  Aging Brain Center, Institute for Aging Research, Boston, MA, USA.
• Jon Steingrimsson
  Department of Biostatistics, Brown University, Providence, RI, USA.
• Thomas G Travison
  Aging Brain Center, Institute for Aging Research, Boston, MA, USA.
• Sharon K Inouye
  Aging Brain Center, Institute for Aging Research, Boston, MA, USA.
• Richard N Jones
  Department of Psychiatry & Human Behavior, and Neurology, Brown University Warren Alpert Medical School, Providence, RI, USA. Richard_Jones@Brown.edu.

Keywords

External Resources