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Predicting post-operative right ventricular failure using video-based deep learning.
Shad, Rohan; Quach, Nicolas; Fong, Robyn; Kasinpila, Patpilai; Bowles, Cayley; Castro, Miguel; Guha, Ashrith; Suarez, Erik E; Jovinge, Stefan; Lee, Sangjin; Boeve, Theodore; Amsallem, Myriam; Tang, Xiu; Haddad, Francois; Shudo, Yasuhiro; Woo, Y Joseph; Teuteberg, Jeffrey; Cunningham, John P; Langlotz, Curtis P; Hiesinger, William.
Affiliation
  • Shad R; Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA.
  • Quach N; Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA.
  • Fong R; Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA.
  • Kasinpila P; Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA.
  • Bowles C; Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA.
  • Castro M; Department of Cardiovascular Medicine, Houston Methodist DeBakey Heart Centre, Houston, TX, USA.
  • Guha A; Department of Cardiovascular Medicine, Houston Methodist DeBakey Heart Centre, Houston, TX, USA.
  • Suarez EE; Department of Cardiothoracic Surgery, Houston Methodist DeBakey Heart Centre, Houston, TX, USA.
  • Jovinge S; Department of Cardiovascular Surgery, Spectrum Health Grand Rapids, Grand Rapids, MI, USA.
  • Lee S; Department of Cardiovascular Surgery, Spectrum Health Grand Rapids, Grand Rapids, MI, USA.
  • Boeve T; Department of Cardiovascular Surgery, Spectrum Health Grand Rapids, Grand Rapids, MI, USA.
  • Amsallem M; Department of Cardiovascular Medicine, Stanford University, Stanford, CA, USA.
  • Tang X; Department of Cardiovascular Medicine, Stanford University, Stanford, CA, USA.
  • Haddad F; Department of Cardiovascular Medicine, Stanford University, Stanford, CA, USA.
  • Shudo Y; Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA.
  • Woo YJ; Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA.
  • Teuteberg J; Department of Cardiovascular Medicine, Stanford University, Stanford, CA, USA.
  • Cunningham JP; Stanford Artificial Intelligence in Medicine Centre, Stanford, CA, USA.
  • Langlotz CP; Department of Statistics, Columbia University, New York, NY, USA.
  • Hiesinger W; Stanford Artificial Intelligence in Medicine Centre, Stanford, CA, USA.
Nat Commun ; 12(1): 5192, 2021 08 31.
Article in En | MEDLINE | ID: mdl-34465780
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Ventricular Dysfunction, Right / Deep Learning / Heart Failure Type of study: Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Nat Commun Journal subject: BIOLOGIA / CIENCIA Year: 2021 Type: Article Affiliation country: United States
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Ventricular Dysfunction, Right / Deep Learning / Heart Failure Type of study: Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Nat Commun Journal subject: BIOLOGIA / CIENCIA Year: 2021 Type: Article Affiliation country: United States