Published on in Vol 22, No 12 (2020): December

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/24048, first published .
Development and External Validation of a Machine Learning Tool to Rule Out COVID-19 Among Adults in the Emergency Department Using Routine Blood Tests: A Large, Multicenter, Real-World Study

Development and External Validation of a Machine Learning Tool to Rule Out COVID-19 Among Adults in the Emergency Department Using Routine Blood Tests: A Large, Multicenter, Real-World Study

Development and External Validation of a Machine Learning Tool to Rule Out COVID-19 Among Adults in the Emergency Department Using Routine Blood Tests: A Large, Multicenter, Real-World Study

Journals

  1. Gangloff C, Rafi S, Bouzillé G, Soulat L, Cuggia M. Machine learning is the key to diagnose COVID-19: a proof-of-concept study. Scientific Reports 2021;11(1) View
  2. Gladding P, Ayar Z, Smith K, Patel P, Pearce J, Puwakdandawa S, Tarrant D, Atkinson J, McChlery E, Hanna M, Gow N, Bhally H, Read K, Jayathissa P, Wallace J, Norton S, Kasabov N, Calude C, Steel D, Mckenzie C. A machine learning PROGRAM to identify COVID-19 and other diseases from hematology data. Future Science OA 2021;7(7):FSO733 View
  3. Cabitza F, Campagner A, Soares F, García de Guadiana-Romualdo L, Challa F, Sulejmani A, Seghezzi M, Carobene A. The importance of being external. methodological insights for the external validation of machine learning models in medicine. Computer Methods and Programs in Biomedicine 2021;208:106288 View