Development of a clinical decision support system for severity risk prediction and triage of COVID-19 patients at hospital admission: an international multicentre study.

Guangyao WuPei YangYuanliang XieHenry C WoodruffXiangang RaoJulien GuiotAnne-Noelle FrixRenaud LouisMichel MoutschenJiawei LiJing LiChenggong YanDan DuShengchao ZhaoYi DingBin LiuWenwu SunFabrizio AlbarelloAlessandra D'AbramoVincenzo SchininàEmanuele NicastriMariaelena OcchipintiGiovanni BarisioneIva HalilajPierre LovinfosseXiang WangJianlin WuPhilippe Lambin

Published in: The European respiratory journal (2020)

The machine-learning model, nomogram and online calculator might be useful to access the onset of severe and critical illness among COVID-19 patients and triage at hospital admission.

Keyphrases

emergency department
clinical decision support
machine learning
sars cov
healthcare
adverse drug
electronic health record
acute care
social media
early onset
health information
deep learning
drug induced