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ECG-Based Deep Learning and Clinical Risk Factors to Predict Atrial Fibrillation.
Khurshid, Shaan; Friedman, Samuel; Reeder, Christopher; Di Achille, Paolo; Diamant, Nathaniel; Singh, Pulkit; Harrington, Lia X; Wang, Xin; Al-Alusi, Mostafa A; Sarma, Gopal; Foulkes, Andrea S; Ellinor, Patrick T; Anderson, Christopher D; Ho, Jennifer E; Philippakis, Anthony A; Batra, Puneet; Lubitz, Steven A.
Affiliation
  • Khurshid S; Division of Cardiology (S.K., M.A.A., J.E.H.), Massachusetts General Hospital, Boston.
  • Friedman S; Cardiovascular Research Center (S.K., L.X.H., X.W., M.A.A., P.T.E., J.E.H., S.A.L.), Massachusetts General Hospital, Boston.
  • Reeder C; Cardiovascular Disease Initiative (S.K., L.X.H., X.W., M.A.A., P.T.E., J.E.H., S.A.L.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge.
  • Di Achille P; Data Sciences Platform (S.F., C.R., P.D.A., N.D., P.S., G.S., A.A.P., P.B.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge.
  • Diamant N; Data Sciences Platform (S.F., C.R., P.D.A., N.D., P.S., G.S., A.A.P., P.B.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge.
  • Singh P; Data Sciences Platform (S.F., C.R., P.D.A., N.D., P.S., G.S., A.A.P., P.B.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge.
  • Harrington LX; Data Sciences Platform (S.F., C.R., P.D.A., N.D., P.S., G.S., A.A.P., P.B.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge.
  • Wang X; Data Sciences Platform (S.F., C.R., P.D.A., N.D., P.S., G.S., A.A.P., P.B.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge.
  • Al-Alusi MA; Cardiovascular Research Center (S.K., L.X.H., X.W., M.A.A., P.T.E., J.E.H., S.A.L.), Massachusetts General Hospital, Boston.
  • Sarma G; Cardiovascular Disease Initiative (S.K., L.X.H., X.W., M.A.A., P.T.E., J.E.H., S.A.L.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge.
  • Foulkes AS; Cardiovascular Research Center (S.K., L.X.H., X.W., M.A.A., P.T.E., J.E.H., S.A.L.), Massachusetts General Hospital, Boston.
  • Ellinor PT; Cardiovascular Disease Initiative (S.K., L.X.H., X.W., M.A.A., P.T.E., J.E.H., S.A.L.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge.
  • Anderson CD; Division of Cardiology (S.K., M.A.A., J.E.H.), Massachusetts General Hospital, Boston.
  • Ho JE; Cardiovascular Research Center (S.K., L.X.H., X.W., M.A.A., P.T.E., J.E.H., S.A.L.), Massachusetts General Hospital, Boston.
  • Philippakis AA; Data Sciences Platform (S.F., C.R., P.D.A., N.D., P.S., G.S., A.A.P., P.B.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge.
  • Batra P; Data Sciences Platform (S.F., C.R., P.D.A., N.D., P.S., G.S., A.A.P., P.B.), Broad Institute of Harvard and the Massachusetts Institute of Technology, Cambridge.
  • Lubitz SA; Biostatistics Center (A.S.F.), Massachusetts General Hospital, Boston.
Circulation ; 145(2): 122-133, 2022 01 11.
Article in En | MEDLINE | ID: mdl-34743566
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Full text: 1 Collection: 01-internacional Health context: 1_ASSA2030 Database: MEDLINE Main subject: Atrial Fibrillation / Electrocardiography / Deep Learning Type of study: Etiology_studies / Prognostic_studies / Risk_factors_studies Limits: Female / Humans / Male / Middle aged Language: En Journal: Circulation Year: 2022 Document type: Article
Fulltext
Print
XML
PubMed Links
Search on Google

Full text: 1 Collection: 01-internacional Health context: 1_ASSA2030 Database: MEDLINE Main subject: Atrial Fibrillation / Electrocardiography / Deep Learning Type of study: Etiology_studies / Prognostic_studies / Risk_factors_studies Limits: Female / Humans / Male / Middle aged Language: En Journal: Circulation Year: 2022 Document type: Article