About the Authors

Sipat Triukose

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

Affiliations Research group on Applied Digital Technology in Medicine (ATM), Chulalongkorn University, Bangkok, Thailand, Chulalongkorn University Big Data Analytics and IoT Center (CUBIC), Chulalongkorn University, Bangkok, Thailand

Sirin Nitinawarat

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

sirin.n@chula.ac.th

Affiliations Research group on Applied Digital Technology in Medicine (ATM), Chulalongkorn University, Bangkok, Thailand, International School of Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand

Ponlapat Satian

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

Affiliation Lansaka Hospital, Office of the Permanent Secretary, Ministry of Public Health, Bangkok, Thailand

Anupap Somboonsavatdee

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

Affiliation Greater Data Science Lab, Department of Statistics, Chulalongkorn Business School, Chulalongkorn University, Bangkok, Thailand

Ponlachart Chotikarn

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

Affiliations Marine and Coastal Resources Institute, Faculty of Environmental Management, Prince of Songkla University, Songkhla, Thailand, Coastal Oceanography and Climate Change Research Center, Prince of Songkla University, Songkhla, Thailand

Thunchanok Thammasanya

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

Affiliation TrueEye Company Limited, Bangkok, Thailand

Nasamon Wanlapakorn

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

Affiliation Department of Pediatrics, Center of Excellence in Clinical Virology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand

Natthinee Sudhinaraset

Roles Writing – review & editing

Affiliation Department of Pediatrics, Center of Excellence in Clinical Virology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand

Pitakpol Boonyamalik

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation Office of the Permanent Secretary, Ministry of Public Health, Bangkok, Thailand

Bancha Kakhong

Roles Conceptualization, Supervision

Affiliation Department of Health, Ministry of Public Health, Bangkok, Thailand

Yong Poovorawan

Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing

Affiliation Department of Pediatrics, Center of Excellence in Clinical Virology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand

Competing Interests

The commercial affiliation of Thunchanok Thammasanya with TrueEye Company Limited does not alter our adherence to PLOS ONE policies on sharing data and materials.