Biomedical informatics of Korea University | Doctoral student |

국문 이력서_박수현

About

I am a PhD student of IMDL(Intelligent Medical Data Lab) at Korea University advised Hwamin Lee.

More detail on my psychology background …(click)

Interests

▪️ Mood Disorder

▪️ Abnormal psychology

▪️ Mental Health

▪️ Life-Log Data

▪️ Psychiatric Genetics

Contacts

▪️ [email protected]

Careers

Clinical Research Coordinator Chronobiology Institute, Korea University Medical Center→ 2024.01 - Present

Associate Editor Chronobiology in Medicine → 2024.09 - Present

Extern counselor Korea University Student Counseling Center → 2023.03 - 2024.02

Education

Ph.D Student Dept. of Biomedical informatics, Korea University → 2025 – Present

Master Dept. of Psychology (Major: Clinical and Counseling Psychology), Korea University → 2022 – 2024

Bachelor Dept. of Psychology, Korea University → 2018 – 2022

Licenses & Certifications

▪️ N/A

Publications & Presentations

• Conference

  • Oktae Kang, Soojin Shin, Soohyun Park, Heon-Jeong Lee, Sungwon Choi (2025, September). Network Analysis of Associations Between Preceding Life Events and Bipolar Disorder Symptoms. Poster presentation at the 2025 Fall Conference of Korean Society for Affective Disorders.
  • Kim, B., Chae, M., Kim, Y., Kong, S., Kim, Y., Jung, T., Jeong, J., Park, S., Cho, C., Yeom, J., Lee, T., Lee, H., & Lee, H. (2024, December). Early prediction of depressive episodes in mood disorders using circadian rhythm indicators and deep learning. In 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (pp. 6411-6418). IEEE.
  • Jang, J., Yoon, S., Son, G., Park, S., Hwang, J., Choeh, J. Y., & Choi, K. H. (2024, July). Natural language processing (NLP) for personality disorder detection. Poster presentation at the 33rd International Congress of Psychology (ICP 2024), Prague.
  • Park, S. H., Jung, D. W., Choi, J. H., & Choi, K. H. (2023, October). Depressive symptom levels affect perceived value of daily activities: Evidence from ecological momentary assessment. Oral presentation presented at the 2023 Fall Conference of the Korean Clinical Psychology Association.
  • Park, S. H., & Choi, K. H. (2024, August). Unveiling the role of experiential avoidance in the relationship between emotional schema and social anxiety. Oral presentation presented at the 2024 Annual Conference of the Korean Psychological Association, Seoul.
  • Park, S., Yoon, S., Jang, J., Son, G., Hwang, J., & Choi, K. H. (2023, June). Emotional schema moderates the relationship between dysfunctional coping and anxiety. Oral presentation presented at the 10th World Congress of Cognitive and Behavioral Therapies, Seoul.
  • Hwang, J., Yoon, S., Jang, J., Son, G., Park, S., Choeh, J. Y., & Choi, K. H. (2023, June). Language use according to levels of antagonism. Oral presentation presented at the 10th World Congress of Cognitive and Behavioral Therapies, Seoul.
  • Yoon, S., Jang, J., Son, G., Park, S., Hwang, J., Choeh, J. Y., & Choi, K. H. (2023, June). Linguistic features of individuals with high neuroticism. Oral presentation presented at the 10th World Congress of Cognitive and Behavioral Therapies, Seoul.
  • Choi, J. H., Park, S. H., Jung, D. W., & Choi, K. H. (2023, June). The mediating effect of affective instability between emotional schema and depression: Using ecological momentary assessment. Oral presentation presented at the 10th World Congress of Cognitive and Behavioral Therapies, Seoul.
  • Jung, D. W., Choi, J. H., Park, S. H., & Choi, K. H. (2023, June). Videoconferencing-based autobiographical memory intervention for older adults during COVID-19. Poster presentation at the 10th World Congress of Cognitive and Behavioral Therapies, Seoul.
  • Choi, J. H., Park, S. H., Jung, D. W., & Choi, K. H. (2022, October). Moderating effects of emotional schema on depression and anxiety among young adults during the COVID-19 pandemic using the EMA technique. Poster presentation at the 2022 Fall Conference of the Korean Clinical Psychology Association.
  • Jung, D. W., Choi, J. H., Park, S. H., & Choi, K. H. (2022, March). Internet-based vitality enhancement (iVE) program for seniors: A feasibility study. Poster presentation at the 2022 Spring Conference of the Korean Association of Cognitive Behavioral Therapy.

• Journal

  • [Scopus] Choe, J. P., Park, S., Cho, C. H., Yeom, J., Lee, H. J., & Kang, M. (2025). Validation of the Korean Version of the Epworth Sleepiness Scale Using Rasch Analysis. Measurement: Interdisciplinary Research and Perspectives, 1–13. https://doi.org/10.1080/15366367.2025.2605588
  • [SCIE] Yeom, J. W., Lee, J. B., Park, S., Cho, C. H., & Lee, H. J. (2025). Optimizing Winter-Type Seasonality Criteria in East Asian Populations: A Machine Learning Approach Using the Seasonal Pattern Assessment Questionnaire. Brain and Behavior, 15, no. 9: 15, e70834. **https://doi.org/10.1002/brb3.70834**
  • [SCIE] Yeom, J. W., Kim, H., Park, S., Yoon, Y., Seo, J. Y., Cho, C. H., & Lee, H. J. (2025). Transcutaneous auricular vagus nerve stimulation (taVNS) improves sleep quality in chronic insomnia disorder: A double-blind, randomized, sham-controlled trial. Sleep Medicine, 106579.
  • [Scopus] Yeom, J. W., Lee, J. B., Kim, H. J., Park, S. H., Cho, C. H., Kim, L., Lee, T., & Lee, H. J. (2025) Development and Validation of a Wearable-Based Monitoring System for Predicting Psychiatric Crises in Inpatients: Study Protocol. Chronobiology in Medicine, 7(1), 40-44.
  • [SCIE] Yeom, J. W., Park, S., & Lee, H. J. (2024). Managing Circadian Rhythms: A Key to Enhancing Mental Health in College Students. Psychiatry Investigation, 21(12), 1309.
  • [SCIE] Yoon, S., Jang, J., Son, G., Park, S., Hwang, J., Choeh, J. Y., & Choi, K. H. Predicting Neuroticism with Open-Ended Response Using Natural Language Processing. Frontiers in Psychiatry, 15, 1437569.
  • [SCIE] Jung, D., Jin, G., Choi, J., Park, S., Park, K., Seo, D. G., & Choi, K. H. (2024). Daily vitality fluctuations in older adults with depressive symptoms: A multilevel location-scale model. Journal of Psychiatric Research, 173, 80-86.
  • [KCI] Hong, E., Kim, H., Park, S., & Choi, K.H. (2023) Current status and problems of private qualifications regulation for psychological services in South Korea. Clinical Psychology in Korea: Research and Practice, 9(3), 481-505.
  • [KCI] Hong, E., Park, S., & Choi, K.H.* (2024) Need for the Nationwide Evidence-based Psychotherapy Policy. Korean Journal of Psychology: General, 42(4), 287-307
  • [Scopus] Jung, D.W., Choi, J.H., Park, S.H., & Choi, K.H.* (2023) Improving Older Adults' Autobiographical Memory through Video-Conferencing Intervention during COVID-19. International Journal of Geriatric Psychiatry, 38(8), e5973

Projects

My Mental HERO: Discovery and Validation of Digital Phenotypes for Depression Diagnosis (National Research Foundation of Korea, RS-2024-00469788) → 2024.09 – Present

Construction of affective disorders bio big data and development of diagnostic and predictive AI models (National Research Foundation of Korea, RS-2024-00440371)→ 2024.07 – Present

RWE demonstration through innovative medical technology business of 'Somzz', the first DTx in Korea (Korea Health Industry Development Institute, RS-2023-00266398) ****→ 2024.01 – 2025.01

**Asian Bipolar Genetics Network (NIMH, 1R01MH130665)**→ 2024.01 – 2025.01

Patents

N/A

Awards

▪️ Best Paper Award in the 78th Annual Academic Conference 'Janghoon Scholarship Society Sponsored Paper Presentation' (Korean Psychological Association) - 2024.08

▪️ Honorable Mention in BK21 Idea Competition (Korea University) - 2024.02