Artificial Intelligence for the Prediction of In-Hospital Clinical Deterioration: A Systematic Review.

ABSTRACT: To analyze the available literature on the performance of artificial intelligence-generated clinical models for the prediction of serious life-threatening events in non-ICU adult patients and evaluate their potential clinical usage.

Data sources

The PubMed database was searched for relevant articles in English literature from January 1, 2000, to January 23, 2022. Search terms, including artificial intelligence, machine learning, deep learning, and deterioration, were both controlled terms and free-text terms.

Study selection

We performed a systematic search reporting studies that showed performance of artificial intelligence-based models with outcome mortality and clinical deterioration.

Data extraction

Two review authors independently performed study selection and dat

SUBMITTER: Veldhuis LI 

PROVIDER: S-EPMC9423015 | biostudies-literature | 2022 Sep

REPOSITORIES: biostudies-literature