Identification of Latent Topics in Patients Surviving COVID-19 in Mexico
Visualitza/
Impacte
Scholar |
Altres documents de l'autoria: Guzmán-Ponce, Angélica; Fernandez-Beltran, Ruben; Valdovinos Rosas, Rosa María; Romero, Marcelo; Marcial-Romero, J. Raymundo
Metadades
Mostra el registre complet de l'elementcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/43662
comunitat-uji-handle3:10234/43643
comunitat-uji-handle4:
INVESTIGACIONMetadades
Títol
Identification of Latent Topics in Patients Surviving COVID-19 in MexicoAutoria
Data de publicació
2023-01-11Editor
IEEECita bibliogràfica
A. Guzman-Ponce, R. Fernandez-Beltran, R. M. Valdovinos-Rosas, M. Romero-Huertas and J. R. Marcial-Romero, "Identification of Latent Topics in Patients Surviving COVID-19 in Mexico," in IEEE Latin America Transactions, vol. 21, no. 2, pp. 328-334, Feb. 2023, doi: 10.1109/TLA.2023.10015226.Tipus de document
info:eu-repo/semantics/articleVersió
info:eu-repo/semantics/acceptedVersionParaules clau / Matèries
Resum
With the outbreak of the SARS-CoV-2 o COVID-19 pandemic, multiple studies of risk factors and their influence on patient deaths have been developed. However, little attention is often paid to analyzing patients in ... [+]
With the outbreak of the SARS-CoV-2 o COVID-19 pandemic, multiple studies of risk factors and their influence on patient deaths have been developed. However, little attention is often paid to analyzing patients in risk groups despite the fact that they have been infected and inpatients can survive. In this article, with the dataset available from the Ministery of the health of Mexico, this paper proposes the use of the latent topic extraction algorithm Latent Dirichlet Allocation (LDA) for the study of COVID-19 survival factors in Mexico. The results let us conclude that in the year before strategies for prevention and control of COVID-19, the latent topics support that patients without comorbidities have a low risk of death, compared with the period of 2021, wherein in spite of having some risk factors patients can survive. [-]
Publicat a
IEEE Latin America Transactions, vol. 21, no. 2, Feb. 2023Entitat finançadora
Universidad Autónoma del Estado de Morelos (UAEM), México | Unión EuropeaNextGenerationEU
Codi del projecte o subvenció
6364/2021SF | MGS/2021/23(UP2021-021)
Drets d'accés
© Copyright 2023 IEEE - All rights reserved.
http://rightsstatements.org/vocab/InC/1.0/
info:eu-repo/semantics/openAccess
http://rightsstatements.org/vocab/InC/1.0/
info:eu-repo/semantics/openAccess
Apareix a les col.leccions
- INIT_Articles [750]