About the Authors

Po-Jen Hsiao

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

Affiliations Division of Nephrology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, R.O.C, Division of Nephrology, Department of Internal Medicine, Taoyuan Armed Forces General Hospital, Taiwan, R.O.C, Big Data Research Center, Fu-Jen Catholic University, Taiwan, R.O.C

Hung-Che Lin

Roles Conceptualization, Data curation, Resources, Software, Writing – original draft

Affiliation Department of Otolaryngology–Head and Neck Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, R.O.C

Shih-Tai Chang

Contributed equally to this work with: Shih-Tai Chang, Jen-Te Hsu, Wei-Shiang Lin, Chi-Wen Chang, Sui-Lung Su, Chi-Ming Chu

Roles Conceptualization, Data curation, Investigation, Methodology, Project administration, Resources

Affiliation Division of Cardiology, Chang Gung Memorial Hospital-Linkou, Chang GungUniversity College of Medicine, Tao-Yuan, Taiwan, R.O.C

Jen-Te Hsu

Contributed equally to this work with: Shih-Tai Chang, Jen-Te Hsu, Wei-Shiang Lin, Chi-Wen Chang, Sui-Lung Su, Chi-Ming Chu

Roles Data curation, Formal analysis, Investigation, Resources, Validation

Affiliation Division of Cardiology, Chang Gung Memorial Hospital-Linkou, Chang GungUniversity College of Medicine, Tao-Yuan, Taiwan, R.O.C

Wei-Shiang Lin

Contributed equally to this work with: Shih-Tai Chang, Jen-Te Hsu, Wei-Shiang Lin, Chi-Wen Chang, Sui-Lung Su, Chi-Ming Chu

Roles Conceptualization, Data curation, Formal analysis, Investigation, Resources

Affiliation Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan, R.O.C

Chang-Min Chung

Roles Conceptualization, Data curation, Investigation, Resources, Software

Affiliation Division of Cardiology, Chang Gung Memorial Hospital-Linkou, Chang GungUniversity College of Medicine, Tao-Yuan, Taiwan, R.O.C

Jung-Jung Chang

Roles Data curation, Formal analysis, Methodology, Resources

Affiliation Division of Cardiology, Chang Gung Memorial Hospital-Linkou, Chang GungUniversity College of Medicine, Tao-Yuan, Taiwan, R.O.C

Kuo-Chun Hung

Roles Investigation, Resources, Validation

Affiliation Division of Cardiology, Chang Gung Memorial Hospital-Linkou, Chang GungUniversity College of Medicine, Tao-Yuan, Taiwan, R.O.C

Yun-Wen Shih

Roles Conceptualization, Data curation, Investigation, Methodology, Software, Supervision

Affiliation School of Public Health, National Defense Medical Center, Taipei, Taiwan, R.O.C

Fu-Chi Chen

Roles Conceptualization, Data curation, Formal analysis, Software

Affiliation Department of Biomedical Engineering, National Defense Medical Center, Taipei, Taiwan, R.O.C

Fu-Kang Hu

Roles Conceptualization, Data curation, Investigation, Methodology

Affiliation School of Public Health, National Defense Medical Center, Taipei, Taiwan, R.O.C

Yi-Syuan Wu

Roles Conceptualization, Data curation, Investigation, Methodology, Project administration

Affiliation School of Public Health, National Defense Medical Center, Taipei, Taiwan, R.O.C

Chi-Wen Chang

Contributed equally to this work with: Shih-Tai Chang, Jen-Te Hsu, Wei-Shiang Lin, Chi-Wen Chang, Sui-Lung Su, Chi-Ming Chu

Roles Conceptualization, Data curation, Investigation, Validation, Visualization

Affiliations School of Nursing, College of Medicine, Chang Gung University, Taoyuan, Taiwan, R.O.C, Division of Endocrinology, Department of Pediatrics, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan, R.O.C

Sui-Lung Su

Contributed equally to this work with: Shih-Tai Chang, Jen-Te Hsu, Wei-Shiang Lin, Chi-Wen Chang, Sui-Lung Su, Chi-Ming Chu

Roles Formal analysis, Methodology, Resources, Software, Supervision, Validation, Visualization

Affiliations School of Public Health, National Defense Medical Center, Taipei, Taiwan, R.O.C, Graduate Institute of Life Sciences, National Defense Medical Center, Taipei, Taiwan, R.O.C

Chi-Ming Chu

Contributed equally to this work with: Shih-Tai Chang, Jen-Te Hsu, Wei-Shiang Lin, Chi-Wen Chang, Sui-Lung Su, Chi-Ming Chu

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing – review & editing

chuchiming@web.de

Affiliations Big Data Research Center, Fu-Jen Catholic University, Taiwan, R.O.C, School of Public Health, National Defense Medical Center, Taipei, Taiwan, R.O.C, Graduate Institute of Life Sciences, National Defense Medical Center, Taipei, Taiwan, R.O.C, Department of Public Health, China Medical University, Taichung City, Taiwan, R.O.C

Competing Interests

The authors have declared that no competing interests exist.