معرفی
Yi-Ju Tseng is a Professor at the Department of Computer Science, National Yang Ming Chiao Tung University (NYCU), and an affiliated faculty member at the Computational Health Informatics Program (CHIP) at Boston Children’s Hospital. She holds a PhD from National Taiwan University and has extensive experience in claims data analysis, electronic medical record analysis, and data mining techniques applied to healthcare.
Her research focuses on improving disease surveillance, clinical decision support systems, and applying AI/machine learning to medical data. Notable projects include developing systems for antibiotic susceptibility prediction using MALDI-TOF data and smart thermometer-based participatory surveillance for viral transmission. She also contributed to healthcare-associated infection surveillance systems at NTUH and CGMH.
Dr. Tseng teaches data analysis and programming courses and has developed R packages like dxpr, pharm, and lab to streamline clinical data analysis. She has received awards such as the MOST Young Scholar Fellowship (2018–2022) and the NYCU Remarkable New Faculty Award (2021).
Her work bridges informatics and clinical practice, with publications in journals like JAMA, npj Digital Medicine, and International Journal of Medical Informatics. She serves on editorial boards for Frontiers in Public Health and BMC Medical Informatics and Decision Making, and reviews for top conferences like AMIA and HEALTHINF.
