Comparing machine learning with case-control models to identify confirmed dengue cases

• Tzong-Shiann Ho ,

  Contributed equally to this work with: Tzong-Shiann Ho, Ting-Chia Weng

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

  Affiliations Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan, Republic of China, Center of Infectious Disease and Signaling Research, National Cheng Kung University, Tainan, Taiwan, Republic of China

  https://orcid.org/0000-0003-2951-6679

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• Ting-Chia Weng ,

  Contributed equally to this work with: Tzong-Shiann Ho, Ting-Chia Weng

  Roles Conceptualization, Data curation, Writing – original draft

  Affiliations Department of Occupational and Environmental Medicine, National Cheng Kung University Hospital, Tainan, Taiwan, Republic of China, Department of Family Medicine, National Cheng Kung University Hospital, Tainan, Taiwan, Republic of China

  https://orcid.org/0000-0003-2285-4413

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• Jung-Der Wang,

  Roles Conceptualization, Writing – review & editing

  Affiliations Department of Occupational and Environmental Medicine, National Cheng Kung University Hospital, Tainan, Taiwan, Republic of China, Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan, Republic of China, Department of Public Heath, College of Medicine, National Cheng Kung University, Tainan, Taiwan, Republic of China

  https://orcid.org/0000-0002-3176-4500

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• Hsieh-Cheng Han,

  Roles Data curation, Project administration

  Affiliation Research Center for Applied Sciences, Academia Sinica, Taipei, Taiwan, Republic of China

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• Hao-Chien Cheng,

  Roles Data curation, Formal analysis, Methodology, Software, Validation

  Affiliation Institute of Biomedical Electronics and Bioinformatics, College of Electrical Engineering & Computer Science, National Taiwan University, Taipei, Taiwan, Republic of China

  https://orcid.org/0000-0003-2356-4493

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• Chun-Chieh Yang,

  Roles Data curation, Formal analysis, Validation

  Affiliation Institute of Biomedical Electronics and Bioinformatics, College of Electrical Engineering & Computer Science, National Taiwan University, Taipei, Taiwan, Republic of China

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• Chih-Hen Yu,

  Roles Data curation, Writing – original draft

  Affiliation Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan, Republic of China

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• Yen-Jung Liu,

  Roles Data curation, Validation

  Affiliation Institute of Biomedical Electronics and Bioinformatics, College of Electrical Engineering & Computer Science, National Taiwan University, Taipei, Taiwan, Republic of China

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• Chien Hsiang Hu,

  Roles Data curation, Software

  Affiliation Department of Medical Informatics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan, Republic of China

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• Chun-Yu Huang,

  Roles Data curation, Formal analysis, Software, Validation

  Affiliation Institute of Biomedical Electronics and Bioinformatics, College of Electrical Engineering & Computer Science, National Taiwan University, Taipei, Taiwan, Republic of China

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• Ming-Hong Chen,

  Roles Data curation, Software

  Affiliation Department of Medical Informatics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan, Republic of China

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• Chwan-Chuen King ,

  Roles Conceptualization, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: chwanchuen@gmail.com (C-CK); yjoyang@csie.ntu.edu.tw (Y-JO); liucc@mail.ncku.edu.tw (C-CL)

  Affiliation Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan, Republic of China

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• Yen-Jen Oyang ,

  Roles Conceptualization, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: chwanchuen@gmail.com (C-CK); yjoyang@csie.ntu.edu.tw (Y-JO); liucc@mail.ncku.edu.tw (C-CL)

  Affiliation Institute of Biomedical Electronics and Bioinformatics, College of Electrical Engineering & Computer Science, National Taiwan University, Taipei, Taiwan, Republic of China

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• Ching-Chuan Liu

  Roles Conceptualization, Resources, Supervision, Writing – review & editing

  * E-mail: chwanchuen@gmail.com (C-CK); yjoyang@csie.ntu.edu.tw (Y-JO); liucc@mail.ncku.edu.tw (C-CL)

  Affiliations Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan, Republic of China, Center of Infectious Disease and Signaling Research, National Cheng Kung University, Tainan, Taiwan, Republic of China

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