Artificial intelligence algorithm for predicting mortality of patients with acute heart failure

• Joon-myoung Kwon ,

  Contributed equally to this work with: Joon-myoung Kwon, Kyung-Hee Kim

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Artificial Intelligence and Big Data Center, Sejong Medical Research Institute, Gyunggi, Korea, Department of Emergency Medicine, Mediplex Sejong Hospital, Incheon, Korea

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• Kyung-Hee Kim ,

  Contributed equally to this work with: Joon-myoung Kwon, Kyung-Hee Kim

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: learnbyliving9@gmail.com (KHK); ohbhmed@sejongh.co.kr (BHO)

  Affiliation Division of Cardiology, Cardiovascular Center, Mediplex Sejong Hospital, Incheon, Korea

  http://orcid.org/0000-0003-0708-8685

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• Ki-Hyun Jeon,

  Roles Conceptualization, Formal analysis, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliations Artificial Intelligence and Big Data Center, Sejong Medical Research Institute, Gyunggi, Korea, Division of Cardiology, Cardiovascular Center, Mediplex Sejong Hospital, Incheon, Korea

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• Sang Eun Lee,

  Roles Data curation, Methodology, Resources, Supervision, Writing – review & editing

  Affiliation Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea

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• Hae-Young Lee,

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

  Affiliation Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea

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• Hyun-Jai Cho,

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

  Affiliation Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea

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• Jin Oh Choi,

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

  Affiliation Department of Internal Medicine, Sungkyunkwan University College of Medicine, Seoul, Korea

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• Eun-Seok Jeon,

  Roles Conceptualization, Data curation, Methodology, Resources

  Affiliation Department of Internal Medicine, Sungkyunkwan University College of Medicine, Seoul, Korea

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• Min-Seok Kim,

  Roles Conceptualization, Data curation, Resources, Writing – review & editing

  Affiliation Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea

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• Jae-Joong Kim,

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

  Affiliation Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea

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• Kyung-Kuk Hwang,

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

  Affiliation Department of Internal Medicine, Chungbuk National University College of Medicine, Cheongju, Korea

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• Shung Chull Chae,

  Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Resources, Writing – review & editing

  Affiliation Department of Internal Medicine, Kyungpook National University College of Medicine, Daegu, Korea

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• Sang Hong Baek,

  Roles Data curation, Investigation, Methodology, Supervision, Writing – review & editing

  Affiliation Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea

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• Seok-Min Kang,

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

  Affiliation Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea

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• Dong-Ju Choi,

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

  Affiliation Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Korea

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• Byung-Su Yoo,

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

  Affiliation Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea

  http://orcid.org/0000-0002-3395-4279

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• Kye Hun Kim,

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

  Affiliation Department of Internal Medicine, Heart Research Center of Chonnam National University, Gwangju, Korea

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• Hyun-Young Park,

  Roles Data curation, Formal analysis, Funding acquisition, Methodology, Writing – review & editing

  Affiliation Division of Cardiovascular and Rare Diseases, Korea National Institute of Health, Cheongju, Korea

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• Myeong-Chan Cho,

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

  Affiliation Department of Internal Medicine, Chungbuk National University College of Medicine, Cheongju, Korea

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•  [ ... ],
• Byung-Hee Oh

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Supervision, Writing – review & editing

  * E-mail: learnbyliving9@gmail.com (KHK); ohbhmed@sejongh.co.kr (BHO)

  Affiliation Division of Cardiology, Cardiovascular Center, Mediplex Sejong Hospital, Incheon, Korea

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