Using machine learning of clinical data to diagnose COVID-19: a systematic review and meta-analysis.

Wei Tse LiJiayan MaNeil ShendeGrant CastanedaJaideep ChakladarJoseph C TsaiLauren ApostolChristine O HondaJingyue XuLindsay M WongTianyi ZhangAbby LeeAditi GnanasekarThomas K HondaSelena Z KuoMichael Andrew YuEric Y ChangMahadevan Raj RajasekaranWeg M Ongkeko

Published in: BMC medical informatics and decision making (2020)

We demonstrated that computational methods trained on large clinical datasets could yield ever more accurate COVID-19 diagnostic models to mitigate the impact of lack of testing. We also presented previously unknown COVID-19 clinical variable correlations and clinical subgroups.

Keyphrases

coronavirus disease
sars cov
high resolution
rna seq
high intensity