Causal analysis using longitudinal observational data
Applying frameworks such as target trial emulation and mediation analysis to study disease risk and prevention.
School of International Liberal Studies, Waseda University
Professor, School of International Liberal Studies, Waseda University
Statistics, data science, machine learning, and AI for research, education, and real-world decision making.
Research
Applying frameworks such as target trial emulation and mediation analysis to study disease risk and prevention.
Using health checkup and lifestyle data to support individualized prevention and risk management.
Identifying interpretable risk patterns that connect machine learning predictions with clinical and biological meaning.
Publications
A selected publication list will be added after detailed information is prepared.