People | DHLab

Principal investigator

Yu Rang Park

Associate Professor, Department of Biomedical Systems Informatics, Yonsei University College of Medicine

Adjunct Professor, Department of Digital Analytics, Yonsei University College of Computing (AI Convergence)

Dr. Yu Rang Park leads the Digital Healthcare Lab (DHLab) at Yonsei University College of Medicine. Her research develops medical AI, privacy-preserving computing, and digital therapeutics that turn real-world clinical, genomic, and digital-phenotype data into actionable tools for autism spectrum disorder, panic disorder, CNS diseases, and cancer. She serves as the Convener of ISO/TC 215 SC1 WG2 (Secondary Use of Clinical Genomic Data), leading international standardization of clinical genomic data reuse.

Education

Ph.D., Molecular and Genomic Medicine (Medical Informatics), Seoul National University College of Medicine, 2012

M.S., Molecular and Genomic Medicine (Medical Informatics), Seoul National University College of Medicine, 2012

Publications

Details in Publication menu

Contact

Email: yurangpark@yuhs.ac, yurangpark@yonsei.ac.kr

ORCID, Google Scholar, LinkedIn

Post doc

Min-Kyung Jung

Postdoc in DHLab

Education

Ph.D. in Brain and Cognitive Engineering, Korea University
M.S. in Brain and Cognitive Engineering, Korea University

Research interests

Medical Informatics, Medical AI, Neurosurgery

Publications
- Jung, Min-Kyung, et al. "Prediction of cerebral hyperperfusion syndrome after combined bypass surgery in moyamoya disease using hemodynamic and clinical data." Clinical nuclear medicine 50.7 (2025): 588-595.

PhD candidates

Jae Seong Hong

Ph.D candidate in Department of Biomedical Systems Informatics, Yonsei University

Education

B.S. in Business Analytics and Statistics, Kookmin University

Research Interest

- Digital Healthcare, Medical AI, Reinforcement Learning, XAI

Publication

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Ha Rin Doo

Ph.D candidate in Department of Biomedical Systems Informatics, Yonsei University

Education

B.S. in Medical Information Technology Engineering, Konyang University

Research Interest

- Digital Healthcare, Medical AI, Digital therapeutics, Machine Learning

Publication

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Jinyong Kim

Ph.D candidate in Department of Artificial Intelligence, Yonsei University

Education
B.A. in Department of business, Ajou university
M.S. in Department of digital analytics, Yonsei university

Research Interest

Computer vision, federated learning, domain adaptation

Publication

- Jinyong Kim, et al. “Multiview child motor development dataset for AI-driven assessment of child development.” GigaScience 12 (2023): giad039

Byungsoo Ahn

Ph.D candidate in Department of Biomedical Systems Informatics, Yonsei University

Education

M.S. Physician-Scientist Tract, Yonsei University College of Medicine
M.D. Yonsei University College of Medicine
B.S. in Biochemistry, McGill University

Research Interest

- Digital pathology, High-grade serous ovarian carcinoma, Spatial transcriptomics

Publication

- Ahn B, Moon D, Kim HS, Lee C, Cho NH, Choi HK, Kim D, Lee JY, Nam EJ, Won D, An HJ. Histopathologic image–based deep learning classifier for predicting platinum-based treatment responses in high-grade serous ovarian cancer. Nature communications. 2024 May 18;15(1):4253.
- Ahn B, Park E. Categorizing high-grade serous ovarian carcinoma into clinically relevant subgroups using deep learning–based histomic clusters. Journal of Pathology and Translational Medicine. 2025 Mar 1;59(2):91-104.

Han Byoel Kim

Ph.D. candidate in Department of Biomedical Systems Informatics, Yonsei University

Education

M.S. in Healthspan Promotion and Rehabilitation, University of Illinois at Chicago

B.S. in Rehabilitation Sciences, University of Illinois at Chicago

Research Interest

Digital Healthcare, Medical AI, Machine Learning

Publication

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Joohyun Lee

Ph.D. candidate in Department of Biomedical Systems Informatics, Yonsei University

Education

B.S.N. in Nursing, Seoul Women's College of Nursing

M.S. in Department of Biomedical Systems Informatics, Yonsei University

Research Interest

Digital Healthcare, Medical informatics, Medical AI, Federated Learning,

Publication

- Lee, J., Lim, J., Kang, S., Kim, S., Jung, S. Y., Hong, S. B., & Park, Y. R. (2024). Mobile App–Assisted Parent Training Intervention for Behavioral Problems in Children With Autism Spectrum Disorder: Pilot Randomized Controlled Trial. JMIR Human Factors, 11(1), e52295.

- Lee, J. H., Lee, T. S., Yoo, S. Y., Lee, S. W., Jang, J. H., jin Choi, Y., & Park, Y. R. (2023). Metaverse-based social skills training programme for children with autism spectrum disorder to improve social interaction ability: an open-label, single-centre, randomised controlled pilot trial. EClinicalMedicine, 61.

Min Kyoon Yoo

Ph.D candidate in Department of Artificial Intelligence, Yonsei University

Education

B.S. in Economic & Human central AI , Sangmyung University

M.S. in Digital Analytics, Yonsei University

Research Interest

Digital Healthcare, Multiple Instance Learning, Human Computer Interaction

Publication

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Chi Young Shin

Ph.D. candidate in Department of Biomedical Systems Informatics, Yonsei University

Education

B.S. in Biomedical Engineering, Johns Hopkins University
M.S. in Engineering Management, Johns Hopkins University

Research Interest

Medical AI, Medical Imaging, Clinical Informatics, Multimodal Learning, Explainable AI

Publication

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MS candidates

Jun Yeong Park

M.S. candidate in Digital Analytics, Yonsei University

Education

B.S. in Urban Engineering, Hongik University

Research Interest

Anomaly Detection, Continual Learning, Digital Health care

Publication

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Junyeol Lee

M.S. candidate in Department of Biomedical Systems Informatics, Yonsei University

Education

B.S. in Food Science & Biotechnology, Dongguk University

Research Interest

Quantum conputing, Medical AI, XAI

Publication

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Min Gyu Kim

M.S. candidate in Digital Analytics, Yonsei University

Education

B.S in Business Adminstration & Bigdata Analysis, Inha University

Research Interest

Continual Learning, Time Series Prediction, Multimodal AI, Medical AI

Publication

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Minsu Lee

M.S. candidate in Department of Biomedical Systems Informatics, Yonsei University

Education

B.S. in Biomedical Engineering, Konyang University

Research Interest

Digital Healthcare

Publication

-

Huiseong Cho

M.S. candidate in in Digital Analytics, Yonsei University

Education

B.S. in Business Adminstration, Hanyang University

Research Interest

Digital Healthcare

Publication

-

Suhan Cho

M.S. candidate in in Digital Analytics, Yonsei University

Education

B.S. in Mobile Systems Engineering, Dankook University

Research Interest

Intelligent Sensing, Artificial Intelligence Applications, Mobile AI, Embedded AI, LLM-based Personalized Systems, Machine Learning

Publication

Partial Parameter Transmission Method of CNN Models for Efficient Federated Learning in Mobile and Embedded Environments, Korean Institute of Information Scientists and Engineers, 2024.