Tiyarattanachai, Thodsawit
Apiparakoon, Terapap
Marukatat, Sanparith
Sukcharoen, Sasima
Yimsawad, Sirinda
Chaichuen, Oracha
Bhumiwat, Siwat
Tanpowpong, Natthaporn
Pinjaroen, Nutcha
Rerknimitr, Rungsun
Chaiteerakij, Roongruedee
Funding for this research was provided by:
The Second Century Fund (C2F), Chulalongkorn University
National Research Council of Thailand (N42A640330)
Digital Economy and Society Development Fund, Office of the National Digital Economy and Society Commission, Ministry of Digital Economy and Society, Thailand
University Technology Center, Chulalongkorn University
Ratchadapisek Sompoch Endowment Fund (2021), Chulalongkorn University (764002-HE06)
Article History
Received: 9 September 2021
Accepted: 11 April 2022
First Online: 11 May 2022
Competing interests
: The artificial intelligence system developed in this work has been applied for a patent (under the names of Thodsawit Tiyarattanachai; Terapap Apiparakoon; Sanparith Marukatat; Rungsun Rerknimitr; Roongruedee Chaiteerakij). All authors do not have competing interest between them.