A multi-layer model for the early detection of COVID-19.

Shmueli, Erez; Mansuri, Ronen; Porcilan, Matan; Amir, Tamar; Yosha, Lior; Yechezkel, Matan; Patalon, Tal; Handelman-Gotlib, Sharon; Gazit, Sivan; Yamin, Dan

Shmueli, Erez; Mansuri, Ronen; Porcilan, Matan; Amir, Tamar; Yosha, Lior; Yechezkel, Matan; Patalon, Tal; Handelman-Gotlib, Sharon; Gazit, Sivan; Yamin, Dan.

Affiliation

Shmueli E; Department of Industrial Engineering, Tel Aviv University, Tel Aviv 69978, Israel.
Mansuri R; MIT Media Lab, Cambridge, MA 02139-4307, USA.
Porcilan M; Department of Industrial Engineering, Tel Aviv University, Tel Aviv 69978, Israel.
Amir T; Department of Industrial Engineering, Tel Aviv University, Tel Aviv 69978, Israel.
Yosha L; Department of Industrial Engineering, Tel Aviv University, Tel Aviv 69978, Israel.
Yechezkel M; Department of Industrial Engineering, Tel Aviv University, Tel Aviv 69978, Israel.
Patalon T; Department of Industrial Engineering, Tel Aviv University, Tel Aviv 69978, Israel.
Handelman-Gotlib S; Kahn Sagol Maccabi (KSM) Research and Innovation Center, Maccabi Healthcare Services, Tel Aviv, Israel.
Gazit S; Kahn Sagol Maccabi (KSM) Research and Innovation Center, Maccabi Healthcare Services, Tel Aviv, Israel.
Yamin D; Kahn Sagol Maccabi (KSM) Research and Innovation Center, Maccabi Healthcare Services, Tel Aviv, Israel.

J R Soc Interface ; 18(181): 20210284, 2021 08.

Article in En | MEDLINE | ID: mdl-34343454

Subject(s)

COVID-19; Area Under Curve; Humans; Machine Learning; SARS-CoV-2

Key words

COVID-19; early detection; electronic medical records; machine learning

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: COVID-19 Type of study: Diagnostic_studies / Prognostic_studies / Screening_studies Limits: Humans Language: En Journal: J R Soc Interface Year: 2021 Document type: Article Affiliation country: Israel

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