Shinji Tarumi

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 2

Top Topics

Adaptive Learning

Prediction Model

Knowledge Acquisition

Electronic Health Records

Top Venues

J. Biomed. Informatics

Publications

Shinji Tarumi, Mayumi Suzuki, Hanae Yoshida, Shoko Miyauchi, Ryo Kurazume
Personalized Federated Learning for Institutional Prediction Model using Electronic Health Records: A Covariate Adjustment Approach. EMBC (2023)
Shinji Tarumi, Wataru Takeuchi, Rong Qi, Xia Ning, Laura Ruppert, Hideyuki Ban, Daniel H. Robertson, Titus Schleyer, Kensaku Kawamoto
Predicting pharmacotherapeutic outcomes for type 2 diabetes: An evaluation of three approaches to leveraging electronic health record data from multiple sources. J. Biomed. Informatics 129 (2022)