Multi-center Integrating Radiomics, Structured Reports, and Machine Learning Algorithms for Assisted Classification of COVID-19 in Lung Computed Tomography.

Autor: Machado MAD; Department of Radiology, Complexo Hospitalar Universitário Prof. Edgard Santos/ Ebserh, Universidade Federal da Bahia, Salvador, Bahia 40110-040 Brazil.; Radtec Serviços em Física Médica, Salvador, Bahia 40060-330 Brazil., Silva RRE; Radtec Serviços em Física Médica, Salvador, Bahia 40060-330 Brazil.; Department of Systems and Computing, Universidade Federal de Campina Grande, Campina Grande, Paraíba 58429-900 Brazil., Namias M; Department of Medical Physics, Nuclear Diagnostic Center Foundation, C1417CVE Buenos Aires, Argentina., Lessa AS; Department of Radiology, Hospital Universitário Gaffrée e Guinle, Universidade do Rio de Janeiro (UNIRIO), Rio de Janeiro, 20270-004 Brazil., Neves MCLC; Department of Pneumology, Complexo Hospitalar Universitário Prof. Edgard Santos/ Ebserh, Universidade Federal da Bahia, Salvador, Bahia 40110-040 Brazil., Silva CTA; Department of Radiology, Complexo Hospitalar Universitário Prof. Edgard Santos/ Ebserh, Universidade Federal da Bahia, Salvador, Bahia 40110-040 Brazil., Oliveira DM; Department of Radiology, Hospital Universitário Alcides Carneiro/ Ebserh, Universidade Federal de Campina Grande, Campina Grande, Paraíba 58400-398 Brazil.; Northeast Regional Nuclear Science Centre (CRCN-NE), Recife, Pernambuco 50840-545 Brazil.; Nuclear Energy Department, Universidade Federal de Pernambuco, Recife, Pernambuco 50740-540 Brazil., Reina TR; Department of Radiology, Hospital Universitário da Universidade Federal de Juiz de Fora/ Ebserh, Universidade Federal de Juiz de Fora, Juiz de Fora, Minas Gerais 36038-330 Brazil., Lira AAB; Department of Radiology, Hospital Universitário Alcides Carneiro/ Ebserh, Universidade Federal de Campina Grande, Campina Grande, Paraíba 58400-398 Brazil., Almeida LM; Centro de Informática, Universidade Federal de Pernambuco, Recife, Pernambuco 50720-001 Brazil., Zanchettin C; Centro de Informática, Universidade Federal de Pernambuco, Recife, Pernambuco 50720-001 Brazil.; Department of Chemical and Biological Engineering, Northwestern University, Evanston, IL 60208 USA., Netto EM; Infectious Disease Research Laboratory, Complexo Hospitalar Universitário Prof. Edgard Santos/ Ebserh, Universidade Federal da Bahia, Salvador, Bahia 40110-040 Brazil.

Publikováno v: Journal of medical and biological engineering [J Med Biol Eng] 2023; Vol. 43 (2), pp. 156-162. Date of Electronic Publication: 2023 Mar 07.