Tseng and collaborators at CGMH have developed a clinically applicable system for rapidly predicting antibiotic susceptibility using MALDI-TOF data and AI. She has developed several models for diagnosis of infection, clinical outcome prediction, and risk assessment. Tseng also designed and developed a healthcare-associated infection surveillance system for NTUH. These systems have become indispensable tools for infection control programs at NTUH. Her group is developing a series of R packages for accelerating clinical data analysis.
Her work focuses on improving infection surveillance by using informatics techniques and applying data mining technology to clinical research.