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)
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.
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.