Profiling Patients by Intensity of Nursing Care: An Operative Approach Using Machine Learning

Profiling Patients by Intensity of Nursing Care: An Operative Approach Using Machine Learning

Physical function is a patient-oriented indicator and can be considered a proxy for the assignment of healthcare personnel. The study aims to create an algorithm that classifies patients into homogeneous groups according to physical function. A two-step machine-learning algorithm was applied to admi...

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Bibliographic Details
Main Authors: Honoria Ocagli, Corrado Lanera, Giulia Lorenzoni, Ilaria Prosepe, Danila Azzolina, Sabrina Bortolotto, Lucia Stivanello, Mario Degan, Dario Gregori
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Journal of Personalized Medicine
Subjects:
Barthel index
machine learning technique
CLARA
intensity of nursing care
Online Access:https://www.mdpi.com/2075-4426/10/4/279

Internet

https://www.mdpi.com/2075-4426/10/4/279

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