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Pré-Publication, Document De Travail Année : 2021

Epidemic Models for COVID-19 during the First Wave from February to May 2020: a Methodological Review

Modèles épidémiques développés pour étudier la transmission du COVID-19 durant la première vague de février à mai 2020 : une revue méthodologique

Marie Garin
  • Fonction : Auteur
  • PersonId : 1109160
  • IdHAL : marie-garin
Myrto Limnios
Alice Nicolaï
  • Fonction : Auteur
  • PersonId : 1109161
Ioannis Bargiotas
Nicolas Vayatis

Résumé

We review epidemiological models for the propagation of the COVID-19 pandemic during the early months of the outbreak: from February to May 2020. The aim is to propose a methodological review that highlights the following characteristics: (i) the epidemic propagation models, (ii) the modeling of intervention strategies, (iii) the models and estimation procedures of the epidemic parameters and (iv) the characteristics of the data used. We finally selected 80 articles from open access databases based on criteria such as the theoretical background, the reproducibility, the incorporation of interventions strategies, etc. It mainly resulted to phenomenological, compartmental and individual-level models. A digital companion including an online sheet, a Kibana interface and a markdown document is proposed. Finally, this work provides an opportunity to witness how the scientific community reacted to this unique situation.
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Dates et versions

hal-03332525 , version 1 (03-09-2021)

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  • HAL Id : hal-03332525 , version 1

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Marie Garin, Myrto Limnios, Alice Nicolaï, Theodoros Evgeniou, Ioannis Bargiotas, et al.. Epidemic Models for COVID-19 during the First Wave from February to May 2020: a Methodological Review. 2021. ⟨hal-03332525⟩
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