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Automatic deep learning-based consolidation/collapse classification in lung ultrasound images for COVID-19 induced pneumonia.
Durrani, Nabeel; Vukovic, Damjan; van der Burgt, Jeroen; Antico, Maria; van Sloun, Ruud J G; Canty, David; Steffens, Marian; Wang, Andrew; Royse, Alistair; Royse, Colin; Haji, Kavi; Dowling, Jason; Chetty, Girija; Fontanarosa, Davide.
Afiliação
  • Durrani N; Faculty of Engineering, Queensland University of Technology, Gardens Point Campus, 2 George St, Brisbane, QLD, 4000, Australia.
  • Vukovic D; School of Clinical Sciences, Queensland University of Technology, Gardens Point Campus, 2 George St, Brisbane, QLD, 4000, Australia. d.vukovic@qut.edu.au.
  • van der Burgt J; Centre for Biomedical Technologies (CBT), Queensland University of Technology, Brisbane, QLD, 4000, Australia. d.vukovic@qut.edu.au.
  • Antico M; School of Clinical Sciences, Queensland University of Technology, Gardens Point Campus, 2 George St, Brisbane, QLD, 4000, Australia.
  • van Sloun RJG; Faculty of Engineering, Queensland University of Technology, Gardens Point Campus, 2 George St, Brisbane, QLD, 4000, Australia.
  • Canty D; Centre for Biomedical Technologies (CBT), Queensland University of Technology, Brisbane, QLD, 4000, Australia.
  • Steffens M; Department of Electrical Engineering, Eindhoven University of Technology, 5600 MB, Eindhoven, The Netherlands.
  • Wang A; Department of Surgery (Royal Melbourne Hospital), University of Melbourne, Royal Parade, Parkville, VIC, 3050, Australia.
  • Royse A; Department of Medicine and Nursing, Monash University, Wellington Road, Clayton, VIC, 3800, Australia.
  • Royse C; School of Clinical Sciences, Queensland University of Technology, Gardens Point Campus, 2 George St, Brisbane, QLD, 4000, Australia.
  • Haji K; Department of Surgery (Royal Melbourne Hospital), University of Melbourne, Royal Parade, Parkville, VIC, 3050, Australia.
  • Dowling J; Department of Surgery (Royal Melbourne Hospital), University of Melbourne, Royal Parade, Parkville, VIC, 3050, Australia.
  • Chetty G; Department of Surgery (Royal Melbourne Hospital), University of Melbourne, Royal Parade, Parkville, VIC, 3050, Australia.
  • Fontanarosa D; Outcomes Research Consortium, Cleveland Clinic, Cleveland, OH, USA.
Sci Rep ; 12(1): 17581, 2022 10 20.
Article em En | MEDLINE | ID: mdl-36266463
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Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Aprendizado Profundo / COVID-19 Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Sci Rep Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Austrália
Texto completo
Adicionar na Minha BVS
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Bases de dados: MEDLINE Assunto principal: Aprendizado Profundo / COVID-19 Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Sci Rep Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Austrália