Publications — Yuwon Kim

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Journal Articles

Park, B., Kim, Y., Park, J., Choi, H., Kim, S. E., Ryu, H., & Seo, K. (2024). Integrating biomarkers from virtual reality and magnetic resonance imaging for the early detection of mild cognitive impairment using a multimodal learning approach: validation study. Journal of Medical Internet Research, 26, e54538. SCIE, Q1, Top 3%
Kim, D., Kim, Y., Park, J., Choi, H., Ryu, H., Loeser, M., & Seo, K. (2024). Exploring the relationship between behavioral and neurological impairments due to mild cognitive impairment: correlation study between virtual kiosk test and EEG-SSVEP. Sensors, 24(11), 3543. SCIE, Q1
Kim, S. Y., Park, J., Choi, H., Loeser, M., Ryu, H., & Seo, K. (2023). Digital marker for early screening of mild cognitive impairment through hand and eye movement analysis in virtual reality using machine learning: first validation study. Journal of Medical Internet Research, 25, e48093. SCIE, Q1, Top 3%
Kim, S. Y., Park, H., Kim, H., Kim, J., & Seo, K. (2022). Technostress causes cognitive overload in high-stress people: eye tracking analysis in a virtual kiosk test. Information Processing & Management, 59(6), 103093. SSCI, Q1, Top 5%

Conference Papers

Patents

Seo, K. & Kim, Y. (2026). Understanding Vascular Puncture Sites in Ultrasound Images and Action-generation Artificial Intelligence for Clinical Decision Support System. KR10-2026-0110253
Seo, K. & Kim, S. Y. (2025). VR Digital Biomarker-Based Clinical Decision Support System and Method Using Artificial Intelligence for Early Diagnosis of Alzheimer's Disease. KR10-2025-0022344
Seo, K. & Kim, S. Y. (2024). Eye Tracking Data Calibration Method and Eye Tracking Data Calibration System. KR10-2024-0048131

Awards & Grants

NRF Research Subsidies for PhD Candidates (Principal Investigator) — National Research Foundation of Korea (2025–2026)
Seoul AI Tech Graduate Scholarship — Seoul Scholarship Foundation (2025)
Research Competition Second-Place Award — ACM CHI 2025 (2025)