TY - GEN
T1 - Intelligent Detection of Suspicions of COVID-19 Using X-Ray Imaging
AU - Alvarado-DIaz, Witman
AU - Meneses-Claudio, Brian
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - At the beginning of 2020, the World Health Organization declared COVID-19 a pandemic, since in all the countries of the world efforts have been made to stop the rate of infections, with the isolation of the population; Peru was one of the countries with strict isolation, however we are about to experience a third wave; on May 2021, Peru has a fatality rate of 3.55%, it is the 5th country with the most deaths in Latin America and the Caribbean and 15th worldwide. A rapid identification of COVID-19 cases is necessary, for this reason an algorithm has been developed for the identification of CODID-19 in addition to bacterial and viral pneumonia through x-ray images; also, the development of a graphical interface, which helps to quickly diagnose suspected COVID-19 cases. The results shown are optimistic since a rate of approximately 80% has been achieved, however, work continues to further improve the efficiency of the system.
AB - At the beginning of 2020, the World Health Organization declared COVID-19 a pandemic, since in all the countries of the world efforts have been made to stop the rate of infections, with the isolation of the population; Peru was one of the countries with strict isolation, however we are about to experience a third wave; on May 2021, Peru has a fatality rate of 3.55%, it is the 5th country with the most deaths in Latin America and the Caribbean and 15th worldwide. A rapid identification of COVID-19 cases is necessary, for this reason an algorithm has been developed for the identification of CODID-19 in addition to bacterial and viral pneumonia through x-ray images; also, the development of a graphical interface, which helps to quickly diagnose suspected COVID-19 cases. The results shown are optimistic since a rate of approximately 80% has been achieved, however, work continues to further improve the efficiency of the system.
KW - CNN
KW - COVID-19
KW - PyQt
KW - artificial intelligence
KW - graphical interface
KW - x-ray
UR - http://www.scopus.com/inward/record.url?scp=85124416764&partnerID=8YFLogxK
U2 - 10.1109/SHIRCON53068.2021.9652380
DO - 10.1109/SHIRCON53068.2021.9652380
M3 - Contribución a la conferencia
AN - SCOPUS:85124416764
T3 - Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021
BT - Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 5th IEEE Sciences and Humanities International Research Conference, SHIRCON 2021
Y2 - 17 November 2021 through 19 November 2021
ER -