Projects
Ongoing
Multi-omics and daily lifelog health data to build a healthspan risk axis and optimize individualized well-aging programs
멀티오믹스와 개인생성 일상 건강데이터 종단 통합을 통한 건강수명 위험축 구축 및 개인맞춤 웰에이징 전략개발
PI·National Research Foundation (한국연구재단)·2026 – 2031
Multimodal IntegrationOmicsPrecision HealthDigital Biomarkers & WearablesHealthy AgingDevelopment and validation of a dementia prevention AI care service based on a large-scale brain–omics–language foundation model
[ARPA-H] 초거대 뇌-오믹스-언어 파운데이션 모델 기반 치매예방 AI 돌봄 서비스 개발 및 실증
Co-PI·Ministry of Health and Welfare(보건복지부)·2025 – 2029
Medical AI & Biological Foundation ModelsMultimodal IntegrationOmicsPrecision HealthHealthy AgingThe development of patient-customized lifestyle and biosignal data based management system using the metaverse for integrated body-mind support for infertile women and pregnant women
[STEAM] 난임여성 및 임산부 몸-마음 통합지원을 위한 메타버스를 활용한 환자 맞춤형 인체 생체신호 기반의 관리 시스템개발
Co-PI·National Research Foundation (한국연구재단)·2024 – 2028
Multimodal IntegrationPrecision HealthDigital Biomarkers & WearablesReproductive & Maternal HealthDeveloping a multimodal deep learning approach for precision psychiatry: Integrating brain imaging-genomic data for mood disorder diagnosis in middle-aged and elderly adults
중장년층의 기분장애 정밀진단을 위 한 의료 뇌영상-유전체 빅데이터 통합분석 심층신경망의 단계적 구축
PI·National Research Foundation (한국연구재단)·2023 – 2026
Medical AI & Biological Foundation ModelsMultimodal IntegrationOmicsPrecision HealthPrecision PsychiatryBiobanks3D HistoTIME: Developing AI based cancer precision diagnosis and treatment platform
[보스턴코리아] 3D HistoTIME: 인공지능 기반 혁신 항암 정밀 진단 및 치료 플랫폼 개발
Co-PI·Ministry of Health and Welfare(보건복지부)·2024 – 2028
Medical AI & Biological Foundation ModelsPrecision HealthSMART in digital bioscience
현장 실무형 디지털바이오 전문인력 양성을 위한 산학연병 연계 교육과정 구축
Co-PI·National Research Foundation (한국연구재단)·2024 – 2026
Education & TrainingPrecision PsychiatryDevelopment of an AI-driven hyper-personalized health service platform using longitudinal omics–lifestyle data
초개인화 정밀의료 서비스를 위한 장기추적 Omics-Lifestyle 빅데이터 기반 건강패턴 분석 및 건강 최적화 전략 개발
Co-Lead PI·Samsung Electronics (삼성전자MX)·2025 – 2030
Medical AI & Biological Foundation ModelsMultimodal IntegrationOmicsPrecision HealthDigital Biomarkers & WearablesHealthy AgingDevelopment of Patient-Generated Health Data(PGHD) integration framework for BioBigData Korea (BIKO)
국가통합바이오빅데이터구축사업 개인생성건강데이터(PGHD) 연계·수집 기반 마련 연구
Co-Lead PI·Ministry of Health and Welfare(보건복지부)·2025 – 2026
Multimodal IntegrationBiobanksDigital Biomarkers & Wearables
Completed
Investigation of genomewide polygenic, neuroscientific, social basis and their relationship underlying brain and cognitive development in the spectrum of normal and illness in young children
소아청소년 뇌인지발달에서 신경과학, 유전, 환경 요인과 그 상호작용에 관한 데이터과학연구: 바이오뱅크를 이용한 정상-질환 스펙트럼 접근
Co-PI·National Research Foundation (한국연구재단)·2021 – 2026
Multimodal IntegrationOmicsBiobanksPrecision PsychiatrySociogenomicsGuidelines for Diagnosis and Treatment of Polycystic Ovary Syndrome in Korean Patients
한국 다낭난소증후군 환자의 진단과 치료 가이드라인
Co-PI·Ministry of Health and Welfare(보건복지부)·2024 – 2025
Reproductive & Maternal HealthPrediction of mental health outcomes in aging population with large-scale genomic and neuroimaging biobank data
대용량 유전체-뇌이미징 바이오뱅크 데이터를 기반으로 하는 노화인구의 인지발달, 치매 및 정신질환 예측모델 개발
PI·National Research Foundation (한국연구재단)·2021 – 2023
Medical AI & Biological Foundation ModelsMultimodal IntegrationOmicsBiobanksPrecision HealthPrecision PsychiatryHealthy AgingDevelopment of deep neural networks for big neuroimaging-genomics data
뇌영상 및 유전체 빅데이터 통합분석을 위한 심층신경망 개발
Co-PI·National Research Foundation (한국연구재단)·2021 – 2023
Medical AI & Biological Foundation ModelsMultimodal IntegrationOmicsBuilding research network between data science and biomedicine for in novative research on neurocognitive development
혁신적 발달 바이오뱅크 연구를 위한 데이터과학과 의생명과학의 융합 연구 네트워크 구축
Co-PI·National Research Foundation (한국연구재단)·2021 – 2023
BiobanksEducation & Training