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Toward Dynamic Risk Prediction of Outcomes After Coronary Artery Bypass Graft: Improving Risk Prediction With Intraoperative Events Using Gradient Boosting.
Mori, Makoto; Durant, Thomas J S; Huang, Chenxi; Mortazavi, Bobak J; Coppi, Andreas; Jean, Raymond A; Geirsson, Arnar; Schulz, Wade L; Krumholz, Harlan M.
Affiliation
  • Mori M; Center for Outcomes Research and Evaluation, Yale New Haven Hospital, CT (M.M., T.J.S.D., C.H., B.J.M., R.A.J, A.C., W.L.S., H.M.K).
  • Durant TJS; Division of Cardiac Surgery, Department of Surgery (M.M., A.G.), Yale University School of Medicine, New Haven, CT.
  • Huang C; Center for Outcomes Research and Evaluation, Yale New Haven Hospital, CT (M.M., T.J.S.D., C.H., B.J.M., R.A.J, A.C., W.L.S., H.M.K).
  • Mortazavi BJ; Department of Laboratory Medicine (T.J.S.D., W.L.S.), Yale University School of Medicine, New Haven, CT.
  • Coppi A; Center for Outcomes Research and Evaluation, Yale New Haven Hospital, CT (M.M., T.J.S.D., C.H., B.J.M., R.A.J, A.C., W.L.S., H.M.K).
  • Jean RA; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT (C.H., A.C., H.M.K).
  • Geirsson A; Center for Outcomes Research and Evaluation, Yale New Haven Hospital, CT (M.M., T.J.S.D., C.H., B.J.M., R.A.J, A.C., W.L.S., H.M.K).
  • Schulz WL; Department of Computer Science and Engineering, Texas A&M University, College Station (B.J.M).
  • Krumholz HM; Center for Outcomes Research and Evaluation, Yale New Haven Hospital, CT (M.M., T.J.S.D., C.H., B.J.M., R.A.J, A.C., W.L.S., H.M.K).
Circ Cardiovasc Qual Outcomes ; 14(6): e007363, 2021 06.
Article in En | MEDLINE | ID: mdl-34078100
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Full text: 1 Database: MEDLINE Main subject: Coronary Artery Bypass / Cardiac Surgical Procedures Type of study: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Aged / Female / Humans Language: En Year: 2021 Type: Article
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PubMed Links
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Full text: 1 Database: MEDLINE Main subject: Coronary Artery Bypass / Cardiac Surgical Procedures Type of study: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Aged / Female / Humans Language: En Year: 2021 Type: Article