Achievements (12)
Predictive value of the polygenic risk score for developing epilepsy: a systematic review and meta-analysis
Epilepsy & behavior: E&B
Associations of family history of hypertension, genetic, and lifestyle risks with incident hypertension
Hypertension Research
Association of circulating metabolites and polygenic risk score with incident type 2 diabetes: a prospective community-based cohort study
Cardiovascular diabetology
Preeclampsia prediction with maternal and paternal polygenic risk scores: the TMM BirThree Cohort Study
Scientific reports
Preeclampsia prediction with polygenic risk scores: the TMM BirThree Cohort Study
Prediction of Epilepsy Using Machine Learning on Integrated Polygenic Risk Scores and Perinatal Data: A Three-Generation Birth Cohort Study
Prediction of Febrile Seizures Using Machine Learning Based on Polygenic Risk Scores and Perinatal Information
Progress of the Tohoku Medical Megabank Project Birth and Three-Generation Cohort Study and development of disease risk prediction support tools
Prediction of Epilepsy Using Machine Learning on Integrated Polygenic Risk Scores and Perinatal Data: A Three-Generation Birth Cohort Study
Prediction model for preeclampsia using Bayes’ theorem - the TMM BirThree Cohort Study
[Translated title] Risk Prediction of Preeclampsia Using Survival Analysis
The effective combination of indicators considering familial information for preventing hypertension disorders of pregnancy: the Tohoku Medical Megabank Birth and Three-Generation Cohort Study
Blog Posts (2)
How to Leverage Disease Risk Prediction ─ Perspectives from Epidemiology and Preventive Medicine ①
Why predict disease risk? An epidemiologist clarifies how risk prediction differs from causal inference and outlines three conditions under which prediction models matter clinically.
Genomic Research for Clinical Researchers ─ PRS QC Explained
A practical guide to quality control steps for polygenic risk score (PRS) analyses, covering base and target data QC based on the Nature Protocols 2020 tutorial.