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Machine Learning-Based Prediction of COVID-19 Severity and Progression to Critical Illness Using CT Imaging and Clinical Data.
Purkayastha, Subhanik; Xiao, Yanhe; Jiao, Zhicheng; Thepumnoeysuk, Rujapa; Halsey, Kasey; Wu, Jing; Tran, Thi My Linh; Hsieh, Ben; Choi, Ji Whae; Wang, Dongcui; Vallières, Martin; Wang, Robin; Collins, Scott; Feng, Xue; Feldman, Michael; Zhang, Paul J; Atalay, Michael; Sebro, Ronnie; Yang, Li; Fan, Yong; Liao, Wei Hua; Bai, Harrison X.
Afiliación
  • Purkayastha S; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, USA.
  • Xiao Y; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China.
  • Jiao Z; Department of Radiology, Center for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA, USA.
  • Thepumnoeysuk R; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, USA.
  • Halsey K; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, USA.
  • Wu J; Warren Alpert Medical School at Brown University, Providence, RI, USA.
  • Tran TML; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China.
  • Hsieh B; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, USA.
  • Choi JW; Warren Alpert Medical School at Brown University, Providence, RI, USA.
  • Wang D; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, USA.
  • Vallières M; Warren Alpert Medical School at Brown University, Providence, RI, USA.
  • Wang R; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, USA.
  • Collins S; Warren Alpert Medical School at Brown University, Providence, RI, USA.
  • Feng X; Department of Radiology, Xiangya Hospital, Central South University, Changsha, China.
  • Feldman M; Department of Computer Science, Université de Sherbrooke, Sherbrooke, Canada.
  • Zhang PJ; Department of Radiology, Center for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA, USA.
  • Atalay M; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, USA.
  • Sebro R; Carina Medical, Lexington, KY, USA.
  • Yang L; Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA.
  • Fan Y; Department of Pathology and Laboratory Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA.
  • Liao WH; Department of Diagnostic Imaging, Rhode Island Hospital, Providence, RI, USA.
  • Bai HX; Department of Radiology, Center for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA, USA.
Korean J Radiol ; 22(7): 1213-1224, 2021 07.
Article en En | MEDLINE | ID: mdl-33739635
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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Índice de Severidad de la Enfermedad / Tomografía Computarizada por Rayos X / Aprendizaje Automático / COVID-19 Tipo de estudio: Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans / Male / Middle aged Idioma: En Revista: Korean J Radiol Asunto de la revista: RADIOLOGIA Año: 2021 Tipo del documento: Article País de afiliación: Estados Unidos
Texto completo
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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Índice de Severidad de la Enfermedad / Tomografía Computarizada por Rayos X / Aprendizaje Automático / COVID-19 Tipo de estudio: Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans / Male / Middle aged Idioma: En Revista: Korean J Radiol Asunto de la revista: RADIOLOGIA Año: 2021 Tipo del documento: Article País de afiliación: Estados Unidos