Artificial intelligence-assisted clinical decision support for childhood asthma management: A randomized clinical trial

Hee Yun Seol; Pragya Shrestha; Joy Fladager Muth; Chung-Il Wi; Sunghwan Sohn; Euijung Ryu; Miguel Park; Kathy Ihrke; Sungrim Moon; Katherine King; Philip Wheeler; Bijan Borah; James Moriarty; Jordan Rosedahl; Hongfang Liu; Deborah B. McWilliams; Young J. Juhn

doi:10.1371/journal.pone.0255261

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Open Access

Peer-reviewed

Research Article

Artificial intelligence-assisted clinical decision support for childhood asthma management: A randomized clinical trial

Hee Yun Seol ,

Contributed equally to this work with: Hee Yun Seol, Pragya Shrestha

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

Affiliations Precision Population Science Lab, Mayo Clinic, Rochester, Minnesota, United States of America, Department of Internal Medicine, Pusan National University Yangsan Hospital, Yangsan, Korea
⨯
Pragya Shrestha ,

Contributed equally to this work with: Hee Yun Seol, Pragya Shrestha

Roles Data curation, Writing – review & editing

Affiliations Precision Population Science Lab, Mayo Clinic, Rochester, Minnesota, United States of America, Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

https://orcid.org/0000-0003-2864-1961

⨯
Joy Fladager Muth,

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

Affiliation Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota, United States of America
⨯
Chung-Il Wi,

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

Affiliations Precision Population Science Lab, Mayo Clinic, Rochester, Minnesota, United States of America, Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota, United States of America
⨯
Sunghwan Sohn,

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

Affiliation Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, Minnesota, United States of America
⨯
Euijung Ryu,

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

Affiliation Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States of America
⨯
Miguel Park,

Roles Conceptualization, Writing – review & editing

Affiliation Division of Allergic Diseases, Mayo Clinic, Rochester, Minnesota, United States of America
⨯
Kathy Ihrke,

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

Affiliations Precision Population Science Lab, Mayo Clinic, Rochester, Minnesota, United States of America, Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota, United States of America
⨯
Sungrim Moon,

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

Affiliation Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, Minnesota, United States of America
⨯
Katherine King,

Roles Formal analysis, Writing – review & editing

Affiliation Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States of America
⨯
Philip Wheeler,

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

Affiliation Precision Population Science Lab, Mayo Clinic, Rochester, Minnesota, United States of America
⨯
Bijan Borah,

Roles Formal analysis, Writing – review & editing

Affiliation Department of Health Service Research, Mayo Clinic, Rochester, Minnesota, United States of America
⨯
James Moriarty,

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

Affiliation Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, United States of America
⨯
Jordan Rosedahl,

Roles Formal analysis, Writing – review & editing

Affiliation Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, United States of America
⨯
Hongfang Liu,

Roles Conceptualization, Writing – review & editing

Affiliation Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, Minnesota, United States of America
⨯
Deborah B. McWilliams,

Roles Conceptualization, Data curation, Writing – review & editing

Affiliation Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota, United States of America
⨯
[ ... ],
Young J. Juhn

Roles Conceptualization, Data curation, Writing – review & editing

* E-mail: juhn.young@mayo.edu

Affiliations Precision Population Science Lab, Mayo Clinic, Rochester, Minnesota, United States of America, Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota, United States of America

https://orcid.org/0000-0003-2112-4240

⨯
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Artificial intelligence-assisted clinical decision support for childhood asthma management: A randomized clinical trial

Hee Yun Seol,
Pragya Shrestha,
Joy Fladager Muth,
Chung-Il Wi,
Sunghwan Sohn,
Euijung Ryu,
Miguel Park,
Kathy Ihrke,
Sungrim Moon,
Katherine King

Published: August 2, 2021
https://doi.org/10.1371/journal.pone.0255261

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