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Development, Deployment, and Implementation of a Machine Learning Surgical Case Length Prediction Model and Prospective Evaluation.

Autor: Zaribafzadeh H; Department of Biostatistics and Bioinformatics, and Department of Surgery, Duke University, Durham, NC., Webster WL; Department of Surgery, Duke University, Durham, NC., Vail CJ; Department of Surgery, Duke University, Durham, NC., Daigle T; Duke Health Technology Solutions, Duke University Health System, Durham, NC., Kirk AD; Department of Surgery, Duke University, Durham, NC., Allen PJ; Department of Surgery, Duke University, Durham, NC., Henao R; Department of Biostatistics and Bioinformatics, Duke University, Durham, NC., Buckland DM; Department of Surgery, Duke University, Durham, NC.; Department of Emergency Medicine and Department of Mechanical Engineering and Materials Science, Duke University, Durham, NC.

Publikováno v: Annals of surgery [Ann Surg] 2023 Dec 01; Vol. 278 (6), pp. 890-895. Date of Electronic Publication: 2023 Jun 02.