Evaluation of machine learning-based models for prediction of clinical deterioration: A systematic literature review

journal contribution

posted on 2024-06-19, 19:01 authored by Sepideh JahandidehSepideh Jahandideh, Guncag OzavciGuncag Ozavci, BW Sahle, Abbas KouzaniAbbas Kouzani, F Magrabi, Tracey BucknallTracey Bucknall

Evaluation of machine learning-based models for prediction of clinical deterioration: A systematic literature review

History

Journal

International Journal of Medical Informatics

Volume

175

Article number

105084

Pagination

105084-105084

Location

Ireland

Publisher DOI

https://doi.org/10.1016/j.ijmedinf.2023.105084

ISSN

1386-5056

eISSN

1872-8243

Language

en

Author URL

https://www.ncbi.nlm.nih.gov/pubmed/37156168

Publication classification

C1 Refereed article in a scholarly journal

Publisher

Elsevier BV

Publication URL

http://dx.doi.org/10.1016/j.ijmedinf.2023.105084

Usage metrics

Categories

No categories selected

Keywords

Clinical decision-making Clinical deterioration Data mining Electronic medical records Hospital Hospital Rapid response team Machine learning Prediction Systematic literature review Humans Clinical Deterioration Machine Learning

Licence

Exports