Comparing Machine Learning and Nurse Predictions for Hospital Admissions in a Multisite Emergency Care System

Comparing Machine Learning and Nurse Predictions for Hospital Admissions in a Multisite Emergency Care System

Objective: To prospectively compare nurse predictions with a machine learning (ML) model for hospital admissions and evaluate whether adding the nurse prediction to ML outputs enhances predictive performance. Patients and Methods: In this prospective, observational study at 6 hospitals in a large mi...

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Main Authors: Jonathan Nover, MBA, RN, Matthew Bai, MD, Prem Tismina, MS, Ganesh Raut, MS, Dhavalkumar Patel, MS, Girish N. Nadkarni, MD, MPH, Benjamin S. Abella, MD, MPhil, Eyal Klang, MD, Robert Freeman, DNP, RN, NE-BC
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Mayo Clinic Proceedings: Digital Health
Online Access:http://www.sciencedirect.com/science/article/pii/S2949761225000562
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