Updates
Read more of my recent posts.
Read more of my recent posts.
Career Profile
Based in Bangkok of Thailand, I work in health care research with a focus on health data science and real-world evidence. My primary interest lies in secondary data research: understanding when, why, and how routinely collected clinical data, particularly electronic medical records, can be responsibly reused to answer epidemiological and clinical questions.
My work centers on the curation and analysis of large longitudinal cohorts derived from routine clinical visits starting from 2010. I currently maintain real-world cohorts focused on hypertension and dementia, and previously worked on the development and use of an abdominal surgery data warehouse. This work has contributed to multiple peer-reviewed publications, with further studies ongoing.
Methodologically, I primarily work in Python, with occasional use of R. My experience includes medical data wrangling for secondary research, longitudinal cohort construction, and the integration of sociodemographic information into screening algorithms and clinical decision support settings.
Experiences
Affiliated with the Data Science and Clinical Informatics division, Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital. My work focuses on transforming routinely collected electronic medical records into research-ready datasets for longitudinal analysis. I contribute to the CEB Data Warehouse, with primary responsibility for disease-focused cohorts in hypertension and dementia, supporting epidemiological and clinical research using real-world data.
Conducted postgraduate research on severe periodontitis in the Thai population under the supervision of Ammarin Thakkinstian and Anuchate Pattanateepapon. The work examined factors associated with disease development and involved the development of multiple screening models using statistical and machine-learning classification approaches.
Projects
Works
-
Incidence and Prognosis of Apparent Treatment-Resistant Hypertension: A Multi-State Analysis Using Real-World Evidence
[GOOGLE SCHOLAR] [pubmed] [fulltext] [mirror]
-
Factors Associated with New-Onset Atrial Fibrillation in Thai Adults with Hypertension
[GOOGLE SCHOLAR] [pubmed] [fulltext] [mirror] -
Uncertainty Aware Approach for Multiple Imputation Using Conventional and Machine Learning Models: A Real-World Data Study
[GOOGLE SCHOLAR] [fulltext] [mirror]