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Machine learning insight into the role of imaging and clinical variables for the prediction of obstructive coronary artery disease and revascularization: An exploratory analysis of the CONSERVE study.
Baskaran, Lohendran; Ying, Xiaohan; Xu, Zhuoran; Al'Aref, Subhi J; Lee, Benjamin C; Lee, Sang-Eun; Danad, Ibrahim; Park, Hyung-Bok; Bathina, Ravi; Baggiano, Andrea; Beltrama, Virginia; Cerci, Rodrigo; Choi, Eui-Young; Choi, Jung-Hyun; Choi, So-Yeon; Cole, Jason; Doh, Joon-Hyung; Ha, Sang-Jin; Her, Ae-Young; Kepka, Cezary; Kim, Jang-Young; Kim, Jin-Won; Kim, Sang-Wook; Kim, Woong; Lu, Yao; Kumar, Amit; Heo, Ran; Lee, Ji Hyun; Sung, Ji-Min; Valeti, Uma; Andreini, Daniele; Pontone, Gianluca; Han, Donghee; Villines, Todd C; Lin, Fay; Chang, Hyuk-Jae; Min, James K; Shaw, Leslee J.
Afiliación
  • Baskaran L; Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, New York, United States of America.
  • Ying X; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America.
  • Xu Z; Department of Cardiovascular Medicine, National Heart Centre, Singapore, Singapore.
  • Al'Aref SJ; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America.
  • Lee BC; Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, New York, United States of America.
  • Lee SE; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America.
  • Danad I; Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, New York, United States of America.
  • Park HB; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America.
  • Bathina R; Department of Radiology, New York-Presbyterian Hospital and Weill Cornell Medicine, New York, New York, United States of America.
  • Baggiano A; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America.
  • Beltrama V; Division of Cardiology, Severance Cardiovascular Hospital, Integrative Cardiovascular Imaging Center, Yonsei University College of Medicine, Seoul, South Korea.
  • Cerci R; VU Medical Center, Amsterdam, the Netherlands.
  • Choi EY; Myongji Hospital, Seonam University College of Medicine, Gyeonggi-do, South Korea.
  • Choi JH; CARE Hospital and FACTS Foundation, Hyderabad, India.
  • Choi SY; Centro Cardiologico Monzino, IRCCS, Milan, Italy.
  • Cole J; Centro Cardiologico Monzino, IRCCS, Milan, Italy.
  • Doh JH; Quanta Diagnostico Nuclear, Curitiba, Brazil.
  • Ha SJ; Gangnam Severance Hospital, Seoul, South Korea.
  • Her AY; Pusan National University Hospital, Busan, South Korea.
  • Kepka C; Ajou University Hospital, Gyeonggi-do, South Korea.
  • Kim JY; Cardiology Associates of Mobile, Mobile, Alabama, United States of America.
  • Kim JW; Inje University, Ilsan Paik Hospital, Gyeonggi-do, South Korea.
  • Kim SW; Gangneung Asan Hospital, Gangwon-do, South Korea.
  • Kim W; Kangwon National University Hospital, Gangwon-do, South Korea.
  • Lu Y; Institute of Cardiology, Warsaw, Poland.
  • Kumar A; Wonju Severance Hospital, Gangwon-do, South Korea.
  • Heo R; Korea University Guro Hospital, Seoul, South Korea.
  • Lee JH; Chung-Ang University Hospital, Seoul, South Korea.
  • Sung JM; Yeungnam University Hospital, Daegu, South Korea.
  • Valeti U; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America.
  • Andreini D; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America.
  • Pontone G; Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea.
  • Han D; Dalio Institute of Cardiovascular Imaging, Weill Cornell Medicine, New York, New York, United States of America.
  • Villines TC; Severance Cardiovascular Hospital, Yonsei University Health System, Seoul, South Korea.
  • Lin F; Severance Cardiovascular Hospital, Yonsei University Health System, Seoul, South Korea.
  • Chang HJ; Department of Medicine, Stanford Medicine, Stanford, California, United States of America.
  • Min JK; Centro Cardiologico Monzino, IRCCS, Milan, Italy.
  • Shaw LJ; Centro Cardiologico Monzino, IRCCS, Milan, Italy.
PLoS One ; 15(6): e0233791, 2020.
Article en En | MEDLINE | ID: mdl-32584909
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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Enfermedad de la Arteria Coronaria / Angiografía Coronaria / Aprendizaje Automático / Revascularización Miocárdica Tipo de estudio: Clinical_trials / Prognostic_studies / Risk_factors_studies Límite: Aged / Female / Humans / Male / Middle aged Idioma: En Revista: PLoS One Asunto de la revista: CIENCIA / MEDICINA Año: 2020 Tipo del documento: Article País de afiliación: Estados Unidos
Texto completo
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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Enfermedad de la Arteria Coronaria / Angiografía Coronaria / Aprendizaje Automático / Revascularización Miocárdica Tipo de estudio: Clinical_trials / Prognostic_studies / Risk_factors_studies Límite: Aged / Female / Humans / Male / Middle aged Idioma: En Revista: PLoS One Asunto de la revista: CIENCIA / MEDICINA Año: 2020 Tipo del documento: Article País de afiliación: Estados Unidos