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Machine learning of clinical variables and coronary artery calcium scoring for the prediction of obstructive coronary artery disease on coronary computed tomography angiography: analysis from the CONFIRM registry.
Al'Aref, Subhi J; Maliakal, Gabriel; Singh, Gurpreet; van Rosendael, Alexander R; Ma, Xiaoyue; Xu, Zhuoran; Alawamlh, Omar Al Hussein; Lee, Benjamin; Pandey, Mohit; Achenbach, Stephan; Al-Mallah, Mouaz H; Andreini, Daniele; Bax, Jeroen J; Berman, Daniel S; Budoff, Matthew J; Cademartiri, Filippo; Callister, Tracy Q; Chang, Hyuk-Jae; Chinnaiyan, Kavitha; Chow, Benjamin J W; Cury, Ricardo C; DeLago, Augustin; Feuchtner, Gudrun; Hadamitzky, Martin; Hausleiter, Joerg; Kaufmann, Philipp A; Kim, Yong-Jin; Leipsic, Jonathon A; Maffei, Erica; Marques, Hugo; Gonçalves, Pedro de Araújo; Pontone, Gianluca; Raff, Gilbert L; Rubinshtein, Ronen; Villines, Todd C; Gransar, Heidi; Lu, Yao; Jones, Erica C; Peña, Jessica M; Lin, Fay Y; Min, James K; Shaw, Leslee J.
Afiliação
  • Al'Aref SJ; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY, USA.
  • Maliakal G; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY, USA.
  • Singh G; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY, USA.
  • van Rosendael AR; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY, USA.
  • Ma X; Department of Healthcare Policy and Research, New York-Presbyterian Hospital and the Weill Cornell Medical College, New York, NY, USA.
  • Xu Z; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY, USA.
  • Alawamlh OAH; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY, USA.
  • Lee B; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY, USA.
  • Pandey M; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY, USA.
  • Achenbach S; Department of Cardiology, Friedrich-Alexander-University Erlangen-Nuremburg, Germany.
  • Al-Mallah MH; Houston Methodist DeBakey Heart & Vascular Center, Houston Methodist Hospital, TX, USA.
  • Andreini D; Centro Cardiologico Monzino, IRCCS Milan, Italy.
  • Bax JJ; Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands.
  • Berman DS; Department of Imaging and Medicine, Cedars Sinai Medical Center, Los Angeles, CA, USA.
  • Budoff MJ; Department of Medicine, Los Angeles Biomedical Research Institute, Torrance, CA, USA.
  • Cademartiri F; Cardiovascular Imaging Center, SDN IRCCS, Naples, Italy.
  • Callister TQ; Tennessee Heart and Vascular Institute, Hendersonville, TN, USA.
  • Chang HJ; Division of Cardiology, Severance Cardiovascular Hospital and Severance Biomedical Science Institute, Yonsei University College of Medicine, Yonsei University Health System, Seoul, South Korea.
  • Chinnaiyan K; Department of Cardiology, William Beaumont Hospital, Royal Oak, MI, USA.
  • Chow BJW; Department of Medicine and Radiology, University of Ottawa, ON, Canada.
  • Cury RC; Department of Radiology, Miami Cardiac and Vascular Institute, Miami, FL, USA.
  • DeLago A; Capitol Cardiology Associates, Albany, NY, USA.
  • Feuchtner G; Department of Radiology, Medical University of Innsbruck, Innsbruck, Austria.
  • Hadamitzky M; Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany.
  • Hausleiter J; Medizinische Klinik I der Ludwig-Maximilians-Universität München, Munich, Germany.
  • Kaufmann PA; Department of Nuclear Medicine, University Hospital, Zurich, Switzerland and University of Zurich, Switzerland.
  • Kim YJ; Seoul National University Hospital, Seoul, South Korea.
  • Leipsic JA; Department of Medicine and Radiology, University of British Columbia, Vancouver, BC, Canada.
  • Maffei E; Department of Radiology, Area Vasta 1/ASUR Marche, Urbino, Italy.
  • Marques H; UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa, Portugal.
  • Gonçalves PA; UNICA, Unit of Cardiovascular Imaging, Hospital da Luz, Lisboa, Portugal.
  • Pontone G; Centro Cardiologico Monzino, IRCCS Milan, Italy.
  • Raff GL; Department of Cardiology, William Beaumont Hospital, Royal Oak, MI, USA.
  • Rubinshtein R; Department of Cardiology at the Lady Davis Carmel Medical Center, The Ruth and Bruce Rappaport School of Medicine, Technion-Israel Institute of Technology, Haifa, Israel.
  • Villines TC; Division of Cardiovascular Medicine, Department of Medicine, University of Virginia Health System, Charlottesville, VA, USA.
  • Gransar H; Department of Imaging and Medicine, Cedars Sinai Medical Center, Los Angeles, CA, USA.
  • Lu Y; Department of Healthcare Policy and Research, New York-Presbyterian Hospital and the Weill Cornell Medical College, New York, NY, USA.
  • Jones EC; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY, USA.
  • Peña JM; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY, USA.
  • Lin FY; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY, USA.
  • Min JK; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY, USA.
  • Shaw LJ; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine and NewYork-Presbyterian Hospital, New York, NY, USA.
Eur Heart J ; 41(3): 359-367, 2020 01 14.
Article em En | MEDLINE | ID: mdl-31513271
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Doença da Artéria Coronariana / Sistema de Registros / Cálcio / Angiografia Coronária / Vasos Coronários / Aprendizado de Máquina / Angiografia por Tomografia Computadorizada Tipo de estudo: Clinical_trials / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Female / Humans / Male / Middle aged Idioma: En Revista: Eur Heart J Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Estados Unidos
Texto completo
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Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Doença da Artéria Coronariana / Sistema de Registros / Cálcio / Angiografia Coronária / Vasos Coronários / Aprendizado de Máquina / Angiografia por Tomografia Computadorizada Tipo de estudo: Clinical_trials / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Female / Humans / Male / Middle aged Idioma: En Revista: Eur Heart J Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Estados Unidos