Prospective validation and real-time implementation of an automated machine learning postoperative mortality prediction model

By afschroeder • January 19, 2026

Wingert T, Williams T, Syed B, Hill B, Grogan T, Young A, Antongiorgi Z, Salari V, Joosten A, Hofer I, Halperin E, Cannesson M, Gabel E. Prospective validation and real-time implementation of an automated machine learning postoperative mortality prediction model. Br J Anaesth. 2026 Jan 17:S0007-0912(25)00852-9. doi: 10.1016/j.bja.2025.11.042. Epub ahead of print. PMID: 41549026.

Tags: DOM STAT, General Internal Medicine, Implementation, machine learning, mortality, postoperative outcomes, prospective validation, Publications, Risk prediction

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