Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning.

Autor: Diniz JOB; Federal Institute of Maranhão, BR-226, SN, Campus Grajaú, Vila Nova, Grajaú, MA 65940-00 Brazil.; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., Quintanilha DBP; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., Santos Neto AC; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., da Silva GLF; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil.; Dom Bosco Higher Education Unit (UNDB), Av. Colares Moreira, 443 - Jardim Renascença, São Luís, MA 65075-441 Brazil., Ferreira JL; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil.; Federal Institute of Amazonas (IFAM), BR-226, SN, Campus Grajaú, Vila Nova, Grajaú, MA 65940-00 Brazil., Netto SMB; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., Araújo JDL; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., Da Cruz LB; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., Silva TFB; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., da S Martins CM; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., Ferreira MM; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., Rego VG; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., Boaro JMC; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., Cipriano CLS; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., Silva AC; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., de Paiva AC; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., Junior GB; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., de Almeida JDS; Federal University of Maranhão, Av. dos Portugueses, SN, Campus do Bacanga, Bacanga, São Luís, MA 65085-580 Brazil., Nunes RA; Rio de Janeiro State University, Boulevard 28 de Setembro, 77, Vila Isabel, Rio de Janeiro, RJ 20551-030 Brazil., Mogami R; Rio de Janeiro State University, Boulevard 28 de Setembro, 77, Vila Isabel, Rio de Janeiro, RJ 20551-030 Brazil., Gattass M; Pontifical Catholic University of Rio de Janeiro, R. São Vicente, 225, Gávea, Rio de Janeiro, RJ 22453-900 Brazil.

Publikováno v: Multimedia tools and applications [Multimed Tools Appl] 2021; Vol. 80 (19), pp. 29367-29399. Date of Electronic Publication: 2021 Jun 24.