Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning
João Otávio Bandeira Diniz, Darlan B. P. Quintanilha, Antonino Calisto Santos Neto, Giovanni L. F. da Silva, Jonnison Lima Ferreira, Stelmo Magalhães Barros Netto, José Denes Lima Araújo, Luana Batista da Cruz, Thamila F. B. Silva, Caio Manfredini da Silva Martins, Marcos Melo Ferreira, Venicius Rego, José Boaro, Carolina L. S. Cipriano, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Geraldo Bráz, João Dallyson Sousa de Almeida, Rodolfo de Alkmim Moreira Nunes, Roberto Mogami, Marcelo Gattass
Topics & Concepts
Computer scienceSegmentationCoronavirus disease 2019 (COVID-19)Artificial intelligenceNormalization (sociology)PneumoniaResidualSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Economic shortageInfectious disease (medical specialty)Pattern recognition (psychology)DiseaseMedicinePathologyAnthropologyLinguisticsSociologyPhilosophyGovernment (linguistics)AlgorithmInternal medicineCOVID-19 diagnosis using AIRadiomics and Machine Learning in Medical ImagingAI in cancer detection