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Artificial intelligence-assisted quantification of COVID-19 pneumonia burden from computed tomography improves prediction of adverse outcomes over visual scoring systems.
Grodecki, Kajetan; Killekar, Aditya; Simon, Judit; Lin, Andrew; Cadet, Sebastien; McElhinney, Priscilla; Chan, Cato; Williams, Michelle C; Pressman, Barry D; Julien, Peter; Li, Debiao; Chen, Peter; Gaibazzi, Nicola; Thakur, Udit; Mancini, Elisabetta; Agalbato, Cecilia; Munechika, Jiro; Matsumoto, Hidenari; Menè, Roberto; Parati, Gianfranco; Cernigliaro, Franco; Nerlekar, Nitesh; Torlasco, Camilla; Pontone, Gianluca; Maurovich-Horvat, Pal; Slomka, Piotr J; Dey, Damini.
Afiliação
  • Grodecki K; Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
  • Killekar A; Department of Cardiology, Medical University of Warsaw, Warsaw, Poland.
  • Simon J; Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
  • Lin A; Department of Radiology, Medical Imaging Centre, Semmelweis University, Budapest, Hungary.
  • Cadet S; MTA-SE Cardiovascular Imaging Research Group, Semmelweis University, Budapest, Hungary.
  • McElhinney P; Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
  • Chan C; Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
  • Williams MC; Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
  • Pressman BD; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, USA.
  • Julien P; BHF Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom.
  • Li D; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, USA.
  • Chen P; Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, USA.
  • Gaibazzi N; Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
  • Thakur U; Department of Medicine, Women's Guild Lung Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
  • Mancini E; Cardiology, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy.
  • Agalbato C; Monash Health, Melbourne, Australia.
  • Munechika J; Centro Cardiologico Monzino IRCCS, University of Milan, Milan, Italy.
  • Matsumoto H; Centro Cardiologico Monzino IRCCS, University of Milan, Milan, Italy.
  • Menè R; Division of Radiology, Showa University School of Medicine, Tokyo, Japan.
  • Parati G; Division of Cardiology, Showa University School of Medicine, Tokyo, Japan.
  • Cernigliaro F; Heart Rhythm Management Department, Clinique Pasteur, Toulouse, France.
  • Nerlekar N; Department of Cardiovascular, Neural and Metabolic Sciences, IRCCS Istituto Auxologico Italiano, Milan, Italy.
  • Torlasco C; Department of Cardiovascular, Neural and Metabolic Sciences, IRCCS Istituto Auxologico Italiano, Milan, Italy.
  • Pontone G; Department of Medicine and Surgery, University of Milano-Bicocca, Milano, Italy.
  • Maurovich-Horvat P; Department of Cardiovascular, Neural and Metabolic Sciences, IRCCS Istituto Auxologico Italiano, Milan, Italy.
  • Slomka PJ; Department of Medicine and Surgery, University of Milano-Bicocca, Milano, Italy.
  • Dey D; Monash Health, Melbourne, Australia.
Br J Radiol ; 96(1149): 20220180, 2023 Sep.
Article em En | MEDLINE | ID: mdl-37310152
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Pneumonia / Deterioração Clínica / COVID-19 Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2023 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Pneumonia / Deterioração Clínica / COVID-19 Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Aged80 / Female / Humans / Male / Middle aged Idioma: En Ano de publicação: 2023 Tipo de documento: Article