Publications by authors named "Toshiyuki Fujikawa"
Article Synopsis
- The study aimed to create risk prediction models that estimate the likelihood of multiple diseases (heart, brain, liver, etc.) using only health checkup data for personalized healthcare strategies.
- Researchers analyzed health checkup data from over 92,000 individuals and developed models using Cox proportional hazard regression to predict disease risk based on various health metrics.
- The developed models showed strong predictive capabilities, with high area under the curve scores for several diseases, potentially aiding in early diagnosis and targeted prevention strategies.
