1. Division of Transfusion Science, Department of Medical Technology, Faculty of Associated Medical Sciences Chiang Mai University Chiang Mai Thailand
2. Department of Computer Science, Faculty of Science Chiang Mai University Chiang Mai Thailand
3. Blood Bank Section, Maharaj Nakorn Chiang Mai Hospital, Faculty of Medicine Chiang Mai University Chiang Mai Thailand