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

Annie M. Racine, Douglas Tommet, Madeline D’Aquila, Tamara G. Fong, Yun Gou, Patricia A. Tabloski, Eran D. Metzger, Tammy T. Hshieh, Eva M. Schmitt, Sarinnapha M. Vasunilashorn, Lisa Kunze, Kamen Vlassakov, Ayesha Abdeen, Jeffrey K. Lange, Brandon E. Earp, Bradford C. Dickerson, Edward R. Marcantonio, Jon A. Steingrimsson, Thomas G. Travison, Sharon K. Inouye, Richard N. Jones, , the RISE Study Group, Steven E. Arnold, Bradford C. Dickerson, Tamara G. Fong, Richard N. Jones, Towia A. Libermann, Thomas G. Travison, Simon T. Dillon, Jacob M. Hooker, Tammy T. Hshieh, Long Ngo, Hasan H. Otu, Annie M. Racine, Alexandra Touroutoglou, Sarinnapha M. Vasunilashorn, Douglas Ayres, Gregory W. Brick, Antonia Chen, Robert G. Davis, Jacob M. Drew, Richard Iorio, Fulton Kornack, Michael J. Weaver, Anthony Webber, Richard M. Wilk, David Shaff, Brett Armstrong, Angelee Banda, Sylvie Bertrand, Madeline D’Aquila, Jacqueline Gallagher, Baileigh Hightower, Shannon Malloy, Jacqueline Nee, Chloe K. Nobuhara, Abigail Overstreet, Bianca A. Trombetta, Baileigh Hightower, David Urick, Guoquan Xu, Grae Arabasz, Michael Brickhouse, Regan Butterfield, Shirley Hsu, Sara Makaretz, Judit Sore, Fan Chen, Sabrina Carretie, Ted Gruen, Katherine Tasker