U. Soichiro

Transformer-Based Survival Model for Cardiovascular Risk Prediction from Longitudinal Health Checkup Data

Background: Cardiovascular disease (CVD) is a leading global health concern. Traditional models often miss nonlinear dependencies among physiological and behavioral factors. We hypothesized that a Transformer-based deep learning model, which excels at capturing complex patterns in structured data trained on large-scale...