Wonji Kim

Seoul, Republic of Korea

Last Updated: 09/26/2026

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Found 10 publications

Explainable Machine Learning for Heat-Related Illness Prediction: An XGBoost-SHAP Approach Using Korean Meteorological Data.

Explainable Machine Learning for Heat-Related Illness Prediction: An XGBoost-SHAP Approach Using Korean Meteorological Data.

Journal: Bioengineering (Basel, Switzerland)
Published: September 01, 2025

Effect of 6p21 region on lung function is modified by smoking: a genome-wide interaction study.

Effect of 6p21 region on lung function is modified by smoking: a genome-wide interaction study.

Journal: Scientific reports
Published: January 13, 2020

Heritability estimation of dichotomous phenotypes using a liability threshold model on ascertained family-based samples.

Heritability estimation of dichotomous phenotypes using a liability threshold model on ascertained family-based samples.

Journal: Genetic epidemiology
Published: December 04, 2018

Correction: Single-trait and multi-trait genome-wide association analyses identify novel loci for blood pressure in African-ancestry populations.

Correction: Single-trait and multi-trait genome-wide association analyses identify novel loci for blood pressure in African-ancestry populations.

Journal: PLoS genetics
Published: May 12, 2018

Prenatal exposure to persistent organic pollutants and methylation of LINE-1 and imprinted genes in placenta: A CHECK cohort study.

Prenatal exposure to persistent organic pollutants and methylation of LINE-1 and imprinted genes in placenta: A CHECK cohort study.

Journal: Environment international
Published: January 11, 2018

Improving Disease Prediction by Incorporating Family Disease History in Risk Prediction Models with Large-Scale Genetic Data.

Improving Disease Prediction by Incorporating Family Disease History in Risk Prediction Models with Large-Scale Genetic Data.

Journal: Genetics
Published: February 08, 2017

Single-trait and multi-trait genome-wide association analyses identify novel loci for blood pressure in African-ancestry populations.

Single-trait and multi-trait genome-wide association analyses identify novel loci for blood pressure in African-ancestry populations.

Journal: PLoS genetics
Published: December 21, 2016

Selecting cases and controls for DNA sequencing studies using family histories of disease.

Selecting cases and controls for DNA sequencing studies using family histories of disease.

Journal: Statistics in medicine
Published: March 19, 2016

Lack of Association between Oxytocin Receptor (OXTR) Gene Polymorphisms and Alexithymia: Evidence from Patients with Obsessive-Compulsive Disorder.

Lack of Association between Oxytocin Receptor (OXTR) Gene Polymorphisms and Alexithymia: Evidence from Patients with Obsessive-Compulsive Disorder.

Journal: PloS one
Published: March 11, 2015

Family-based association analysis: a fast and efficient method of multivariate association analysis with multiple variants.

Family-based association analysis: a fast and efficient method of multivariate association analysis with multiple variants.

Journal: BMC bioinformatics
Published: June 22, 2014
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Last Updated: 09/26/2026