Nature Communications·2025.09
Polygenic architecture of brain structure and function, behaviors, and psychopathologies in children
Joo YY*, Kim BG*, Kim G*, Lee E*, Seo J, Cha J
Read article →GENNIELAB
GENOMIC ANDNEURAL-NETWORK INTELLIGENCEFOR HEALTHCARE
A biomedical AI lab,grounded in the omics sciences
From genomes to everyday life,we develop multimodal and causal intelligence for precision health,personalized intervention, and healthy longevity
Multimodal AI for Digital MedicineAI application for Multiomics dataAI-driven integration of Multimodal Biobank DataFoundation models for HealthcareEHR-linked DNA Biobank dataCausal Machine Learning for Prescription OptimizationMedical AIBio Foundation ModelsMultimodal Data IntegrationPatient-Generated Health Data (PGHD)Psychiatric GeneticsSociogenomicsImaging GeneticsLarge-scale Electronic Health RecordsBiomedical InformaticsPrecision MedicineMultimodal AI for Digital MedicineAI application for Multiomics dataAI-driven integration of Multimodal Biobank DataFoundation models for HealthcareEHR-linked DNA Biobank dataCausal Machine Learning for Prescription OptimizationMedical AIBio Foundation ModelsMultimodal Data IntegrationPatient-Generated Health Data (PGHD)Psychiatric GeneticsSociogenomicsImaging GeneticsLarge-scale Electronic Health RecordsBiomedical InformaticsPrecision Medicine
FEATURED RESEARCH
View all publications →2024.04
Journal of Psychiatric Research
Multimodal integration of neuroimaging and genetic data for the diagnosis of mood disorders based on computer vision models
Read article →2022.02
JAMA network open
Association of genome-wide polygenic scores for multiple psychiatric and common traits in preadolescent youths at risk of suicide
Read article →LATEST NEWS
View all news →2026.08EDUCATIONParticipation in the 2026 KOSMI Summer School2026 대한의료정보학회 Summer School 참가
2026.07EDUCATIONParticipation in the 20th Statistical Genetics Workshop제20회 통계유전학 워크숍 참가
2026.07CONFERENCEAttendance at ICML 2026ICML 2026 참석
2026.06AWARDJinyun wins Best Poster Award at the 2026 KOSMI Spring Conference2026 대한의료정보학회 춘계학술대회 우수포스터상 수상
2026.06CONFERENCEPoster Presentations at the 2026 KOSMI Spring Conference2026 대한의료정보학회 춘계학술대회 포스터 발표
2026.02MILESTONETwo Master's Graduates from GENNIE Lab (both with Academic Excellence Award, GPA 4.5/4.5)GENNIE Lab 석사 졸업생 2명 배출, 성적 우수상 수상🎉
2026.01EVENTParticipation in the ARPA-H HackathonARPA-H 해커톤 참가
2026.01EDUCATIONParticipation in the Digital Health Workforce Development Workshop디지털헬스 인재양성 워크숍 참가
OUR COLLABORATORS
Collaborate with us →- Samsung Medical Center
- Sungkyunkwan University
- Samsung Electronics
- Northwestern Medicine Feinberg School of Medicine
- Seoul National University
- Korea University Anam Hospital
- Columbia University in the City of New York
- Brookhaven National Laboratory
- McGill University
- BigBioData Korea
- Chosun University
- GARD Cohort Research Center
OUR DATA SOURCES
- UKBiobank (UKB)
- All of US
- Adolescent Brain Cognitive Development (ABCD) Study
- Wisconsin Longitudinal Study (WLS)
- Samsung Medical Center
- Korea Genome and Epidemiology Study (KoGES)
- Korean Neonatal Network (KNN)
- National Health Insurance Service (NHIS)
- Gwangju Alzheimer's and Related Dementias (GARD) Cohort