This paper is in the following e-collection/theme issue:

Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1146) JMIR Theme Issue: COVID-19 Special Issue (2558) Public (e)Health, Digital Epidemiology and Public Health Informatics (1032) Surveillance Systems (516) Innovative Methods in Public Health and Surveillance (392) Outbreak and Pandemic Preparedness and Management (1831) Infectious Diseases (non-STD/STI) (1733)

Published on in Vol 11 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/80331, first published .
Digital Survey–Based Tracing of COVID-19 Over the Early Pandemic: Comprehensive Geospatial and Symptomatic Analysis in Lebanon

Digital Survey–Based Tracing of COVID-19 Over the Early Pandemic: Comprehensive Geospatial and Symptomatic Analysis in Lebanon

Digital Survey–Based Tracing of COVID-19 Over the Early Pandemic: Comprehensive Geospatial and Symptomatic Analysis in Lebanon

Authors of this article:

Youssef Bassim1 Author Orcid Image ;   Abir Abdelrahman2 Author Orcid Image ;   Amal Iaaly3 Author Orcid Image ;   Gavin M Douglas4 Author Orcid Image ;   Patrick Daou3 Author Orcid Image ;   Mayda Finianos2 Author Orcid Image ;   Rim Hassan2 Author Orcid Image ;   Ibrahim Nassif2 Author Orcid Image ;   Layal Greige2 Author Orcid Image ;   Liza Dib2 Author Orcid Image ;   Jean Marc Mardirossian2, 5 Author Orcid Image ;   Mira El Chaar2 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Youssef Bassim   1 * , MD ;   Abir Abdelrahman   2 * , PhD ;   Amal Iaaly   3 * , PhD ;   Gavin M Douglas   4 , PhD ;   Patrick Daou   3 , MSc ;   Mayda Finianos   2 , MSc ;   Rim Hassan   2 , MSc ;   Ibrahim Nassif   2 , MSc ;   Layal Greige   2 , MSc ;   Liza Dib   2 , MSc ;   Jean Marc Mardirossian   2, 5 , MSc ;   Mira El Chaar   2 , PhD

1 Faculty of Medicine, University of Balamand, Koura, Lebanon

2 Faculty of Health Sciences, University of Balamand, Beirut, Lebanon

3 Faculty of Engineering, University of Balamand, Koura, Lebanon

4 Department of Biology, University of New Brunswick, Fredericton, NB, Canada

5 Department of Nephrology and Hypertension, Mayo Clinic, Jacksonville, FL, United States

*these authors contributed equally

Corresponding Author:

  • Mira El Chaar, PhD
  • Faculty of Health Sciences, University of Balamand
  • Rond Point Saloumeh-Dekouaneh, P.O. Box: 55251 Sin El Fil
  • Beirut 55251
  • Lebanon
  • Phone: 961 1 495833
  • Email: mira.elchaar@balamand.edu.lb