Development and validation of a deep learning model to diagnose COVID‐19 using time‐series heart rate values before the onset of symptoms
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Medical Virology"
DOI: 10.1002/jmv.28462
Abstract: One of the effective ways to minimize the spread of COVID‐19 infection is to diagnose it as early as possible before the onset of symptoms. In addition, if the infection can be simply diagnosed using… read more here.
Keywords: learning model; onset symptoms; diagnose covid; deep learning ... See more keywords
COVIDC: An expert system to diagnose COVID-19 and predict its severity using chest CT scans: Application in radiology
Sign Up to like & getrecommendations! Published in 2021 at "Informatics in Medicine Unlocked"
DOI: 10.1016/j.imu.2021.100540
Abstract: Early diagnosis of Coronavirus disease 2019 (COVID-19) is significantly important, especially in the absence or inadequate provision of a specific vaccine, to stop the surge of this lethal infection by advising quarantine. This diagnosis is… read more here.
Keywords: system; diagnose covid; radiology; covid ... See more keywords
Machine learning is the key to diagnose COVID-19: a proof-of-concept study
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-86735-9
Abstract: The reverse transcription-polymerase chain reaction (RT-PCR) assay is the accepted standard for coronavirus disease 2019 (COVID-19) diagnosis. As any test, RT-PCR provides false negative results that can be rectified by clinicians by confronting clinical, biological… read more here.
Keywords: machine learning; diagnose covid; study; pcr ... See more keywords