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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

Title:	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
Authors:	Racine, Annie M.^{Aff1, Aff2}; Tommet, Douglas^Aff3; D’Aquila, Madeline L.^Aff1; Fong, Tamara G.^{Aff1, Aff2, Aff4}; Gou, Yun^Aff1; Tabloski, Patricia A.^Aff5; Metzger, Eran D.^{Aff2, Aff6}; Hshieh, Tammy T.^{Aff2, Aff7}; Schmitt, Eva M.^Aff1; Vasunilashorn, Sarinnapha M.^{Aff2, Aff7}; Kunze, Lisa^{Aff2, Aff8}; Vlassakov, Kamen^{Aff2, Aff5}; Abdeen, Ayesha^{Aff2, Aff9}; Lange, Jeffrey^{Aff2, Aff10}; Earp, Brandon^{Aff2, Aff11}; Dickerson, Bradford C.^Aff12; Marcantonio, Edward R.^{Aff1, Aff2, Aff7}; Steingrimsson, Jon^Aff13; Travison, Thomas G.^{Aff1, Aff2}; Inouye, Sharon K.^{Aff1, Aff2, Aff7}; Jones, Richard N.^{Aff3, IDs11606020062387_cor21}; Arnold, Steven; Dickerson, Bradford; Fong, Tamara; Jones, Richard; Libermann, Towia; Travison, Thomas; Dillon, Simon T.; Hooker, Jacob; Hshieh, Tammy; Ngo, Long; Otu, Hasan; Racine, Annie; Touroutoglou, Alexandra; Vasunilashorn, Sarinnapha; Ayres, Douglas; Brick, Gregory; Chen, Antonia; Davis, Robert; Drew, Jacob; Iorio, Richard; Kornack, Fulton; Weaver, Michael; Webber, Anthony; Wilk, Richard; Shaff, David; Armstrong, Brett; Banda, Angelee; Bertrand, Sylvie; D’Aquila, Madeline; Gallagher, Jacqueline; Hightower, Baileigh; Malloy, Shannon; Nee, Jacqueline; Nobuhara, Chloe; Overstreet, Abigail; Trombetta, Bianca; Urick, David; Xu, Guoquan; Arabasz, Grae; Brickhouse, Michael; Butterfield, Regan; Hsu, Shirley; Makaretz, Sara; Sore, Judit; Chen, Fan; Carretie, Sabrina; Gruen, Ted; Tasker, Katherine
Source:	Journal of General Internal Medicine. 36(2):265-273
Database:	Springer Nature Journals