Machine Learning Highlights Downtrending of COVID-19 Patients with a Distinct Laboratory Profile.
He S YangYu HouHao ZhangAmy ChadburnLars F WestbladeRichard FedeliPeter A D SteelSabrina E Racine-BrzostekPriya VeluJorge L SepulvedaMichael J SatlinMelissa M CushingRainu KaushalZhen ZhaoFei WangPublished in: Health data science (2021)
Our longitudinal analysis illustrates the temporal change of laboratory test result profile in SARS-CoV-2 patients and the COVID-19 evolvement in a US epicenter. This analysis could become an important tool in COVID-19 population disease severity tracking and prediction. In addition, this analysis may play an important role in prioritizing high-risk patients, assisting in patient triaging and optimizing the usage of resources.