Evaluation of rational nonsteroidal anti-inflammatory drugs and gastro-protective agents use; association rule data mining using outpatient prescription patterns. - Oraluck Pattanaprateep; Mark McEvoy; John R. Attia; Ammarin Thakkinstian (BMC Medical Informatics Decis. Mak., 2017)

NLP Automation to Read Radiological Reports to Detect the Stage of Cancer Among Lung Cancer Patients. - Khushbu Gupta; Ratchainant Thammasudjarit; Ammarin Thakkinstian (WNLP@ACL, 2019)

A Hybrid Engine for Clinical Information Extraction from Radiology Reports. - Khushbu Gupta; Ratchainant Thammasudjarit; Ammarin Thakkinstian (JCSSE, 2019)

Detection of Drug-Associated Rhabdomyolysis Through Data Mining Techniques. - Patratorn Kunakorntham; Oraluck Pattanaprateep; Charungthai Dejthevaporn; Ratchainant Thammasudjarit; Ammarin Thakkinstian (JCSSE, 2020)

Detection of statin-induced rhabdomyolysis and muscular related adverse events through data mining technique. - Patratorn Kunakorntham; Oraluck Pattanaprateep; Charungthai Dejthevaporn; Ratchainant Thammasudjarit; Ammarin Thakkinstian (BMC Medical Informatics Decis. Mak., 2022)

Uncertainty-aware approach for multiple imputation using conventional and machine learning models: a real-world data study. - Romen Samuel Wabina; Panu Looareesuwan; Suphachoke Sonsilphong; Htun Teza; Wanchana Ponthongmak; Gareth J. McKay; John Attia; Anuchate Pattanateepapon; Anupol Panitchote; Ammarin Thakkinstian (J. Big Data, 2025)

Predictive ability of visit-to-visit glucose variability on diabetes complications. - Xin Rou Teh; Panu Looareesuwan; Oraluck Pattanaprateep; Anuchate Pattanateepapon; John Attia; Ammarin Thakkinstian (BMC Medical Informatics Decis. Mak., 2025)