Identification of patients at risk of new onset heart failure: Utilizing a large statewide health information exchange to train and validate a risk prediction model

• Son Q. Duong ,

  Roles Conceptualization, Data curation, Investigation, Writing – original draft, Writing – review & editing

  * E-mail: sqduong@gmail.com (SQD); bxling@stanford.edu (XBL)

  Affiliation Clinical and Translational Research Program, Betty Irene Moore Children’s Heart Center, Lucile Packard Children’s Hospital, Palo Alto, California, United States of America

  https://orcid.org/0000-0001-7657-9520

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• Le Zheng,

  Roles Conceptualization, Data curation, Formal analysis, Writing – review & editing

  Affiliations Clinical and Translational Research Program, Betty Irene Moore Children’s Heart Center, Lucile Packard Children’s Hospital, Palo Alto, California, United States of America, Department of Cardiothoracic Surgery, Stanford University School of Medicine, Stanford, California, United States of America

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• Minjie Xia,

  Roles Conceptualization, Formal analysis

  Affiliation HBI Solutions Inc., Palo Alto, California, United States of America

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• Bo Jin,

  Roles Formal analysis

  Affiliation HBI Solutions Inc., Palo Alto, California, United States of America

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• Modi Liu,

  Roles Conceptualization, Data curation, Formal analysis

  Affiliation HBI Solutions Inc., Palo Alto, California, United States of America

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• Zhen Li,

  Roles Data curation, Formal analysis

  Affiliations Binhai Industrial Technology Research Institute, Zhejiang University, Tianjin, China, School of Electrical Engineering, Southeast University, Nanjing, Jiangsu, China

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• Shiying Hao,

  Roles Investigation, Writing – original draft, Writing – review & editing

  Affiliations Clinical and Translational Research Program, Betty Irene Moore Children’s Heart Center, Lucile Packard Children’s Hospital, Palo Alto, California, United States of America, Department of Cardiothoracic Surgery, Stanford University School of Medicine, Stanford, California, United States of America

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• Shaun T. Alfreds,

  Roles Methodology, Project administration, Resources

  Affiliation HealthInfoNet, Portland, Maine, United States of America

  https://orcid.org/0000-0003-1752-4823

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• Karl G. Sylvester,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Department of Surgery, Stanford University School of Medicine, Stanford, California, United States of America

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• Eric Widen,

  Roles Data curation, Supervision

  Affiliation HBI Solutions Inc., Palo Alto, California, United States of America

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• Jeffery J. Teuteberg,

  Roles Conceptualization, Investigation, Writing – review & editing

  Affiliation Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, California, United States of America

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• Doff B. McElhinney,

  Roles Supervision, Writing – review & editing

  Affiliations Clinical and Translational Research Program, Betty Irene Moore Children’s Heart Center, Lucile Packard Children’s Hospital, Palo Alto, California, United States of America, Department of Cardiothoracic Surgery, Stanford University School of Medicine, Stanford, California, United States of America

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• Xuefeng B. Ling

  Roles Data curation, Formal analysis, Resources, Writing – review & editing

  * E-mail: sqduong@gmail.com (SQD); bxling@stanford.edu (XBL)

  Affiliations Department of Cardiothoracic Surgery, Stanford University School of Medicine, Stanford, California, United States of America, Department of Surgery, Stanford University School of Medicine, Stanford, California, United States of America

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