International Journals/Conference Papers (*: corresponding author, ^: co-first authors)
[Medicine][AI] As a co-first author, "Anonymized title", Under Review - Frontiers in Immunology
[AI][Medicine] As a co-author, "Anonymized title", Under Review - ย JMIR Medical Informatics
[AI][Medicine] Won Tae Yoon^, Hun-gyeom Kim^, Junhyung Moon^, Dat Ngo, Jae Hui Kim*, and Baek Hwan Cho*, "Uncertainty-Aware Selective Prediction of Neovascular Age-Related Macular Degeneration Recurrence Using Artificial Intelligence", IEEE Access 2026 (IF: 3.6)ย
[Health] Seoyeon Park, Jiyeong Hong, Dong-Hyuk Park, Hyeyeon Kim, Sujin Yeon, Kyoungwoo Lee, Justin Y. Jeon*, Junhyung Moon*, "Designing an mHealth App for Defecatory Function Rehabilitation of Post-Surgical Colorectal Cancer Survivors", Journal of Healthcare Informatics Research 2026 (IF: 3.7)ย
[Medicine] A-Ra Cho, Hyoju Oh, Eunkyung Suh, Joo-Hwan Jeon, Junhyung Moon, Baek Hwan Cho*, Yun-Kyong Lee*, "Association between Complete Blood Cell Count (CBC)-Derived Inflammatory Markers and Natural Killer Cell Activity: A Cross-Sectional Study", Journal of Inflammation Research 2026 (IF: 4.1)
[Health][AI] Junhyung Moon^, Yu Lim Huh^, Hee Young Cho^, Chaeyeon Kim, Hyeongrae Lee, Dong Pyo Jang, Baek Hwan Cho*, "Exploring Age-Related Patterns in Smartphone Keystroke Dynamics Considering Temporal Variability: Cross-Sectional Study with AI-Based Analysis", JMIR mHealth and uHealth 2025 (IF: 6.2)
[AI][Medicine] Won Tae Yoon^, Hun-gyeom Kim^, Junhyung Moon^, Dat Ngo, Jae Hui Kim*, and Baek Hwan Cho*, "Predicting Wet Age-Related Macular Degeneration Recurrence Prediction Using CNN Models with Multimodal Retinal Imaging", Digital Health Research. 2025.
[AI][Health]ย Junhyung Moon, Chaeyeon Kim, Yu Lim Huh, Hun-gyeom Kim, Hyeongrae Lee, Dong Pyo Jang, Hee Young Cho, Baek Hwan Cho*, "A Preliminary Study on Mobile Keystroke Dynamics-based Age Estimation using Artificial Intelligence", 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'25) Research Poster Abstract
[HCI][Medicine] Junhyung Moon, Sukhyun Lee, Youngchan Kim, Juhee Go, Han Mo Ku, Yeohyun Jung, Seonyeong Hwang, Bongshin Lee, Yong Seung Lee, Hyun-Kyung Lee, Kyoungwoo Lee*, and Eun Kyoung Choe*, "FluidTrack: Investigating Child-Parent Collaborative Tracking for Pediatric Voiding Dysfunction Management", CHI Conference on Human Factors in Computing Systems (CHI โ25) (Acceptance rate: 24.9%)
- Best Paper Award๐ (Top 1% - 50/5,014)
[Medicine] Hyoju Oh^, A-Ra Cho^, Joo-Hwan Jeon, Eunkyung Suh, Junhyung Moon, Baek Hwan Cho* and Yun-kyong Lee*, "Association between Resting Heart Rate and Low Natural Killer Cell Activity: a Cross-sectional Study", Frontiers in Immunology. 2024. (IF: 5.9)
[Medicine][AI] Sangyeop Lee, Junhyung Moon*, Seung-chul Shin, Yong Seung Lee, and Kyoungwoo Lee, "Wearable-based Integrated System for In-home Monitoring and Analysis of Nocturnal Enuresis", Sensors. 2024. (IF: 3.5)
[Medicine][AI] Seoyeon Park, Junhyung Moon*, Hoseon Eun, Jin-Hyuk Hong, and Kyoungwoo Lee, "Artificial Intelligence-based Diagnostic Support System for Patent Ductus Arteriosus in Premature Infants", Journal of Clinical Medicine. 2024. (IF: 2.9)
[AI][Health] Junhyung Moon, Minsuk Oh, Soljee Kim, Kyoungwoo Lee, Junga Lee, Yoonkyung Song, and Justin Y. Jeon*, "Intelligent Estimation of Exercise Induced Energy Expenditure Including Excess Post-Exercise Oxygen Consumption (EPOC) with Different Exercise Intensity", Sensors. 2023. (IF: 3.5)
[AI][Health] Jonghoon Shin, Junhyung Moon, Beomsik Kim, Jihwan Eom, Noseong Park, and Kyoungwoo Lee, "Attention-based Stress Detection exploiting Non-contact Monitoring of Movement Patterns with IR-UWB radar", In Proceedings of the 2021 36th Annual ACM Symposium on Applied Computing (SAC). (poster)
[Medicine] Sangyeop Lee, Junhyung Moon, Seung-chul Shin, Ji Hye Hwang, Kyoungwoo Lee, and Yong Seung Lee*, "Continuous Body Impedance Measurement to Detect Bladder Volume Changes during Urodynamic Study: A Prospective Study in Pediatric Patients", Neurourology and Urodynamics. 2021. (IF: 1.9)
[AI][Health] Munhee Lee, Junhyung Moon, Dongmi Cheon, Juneil Lee, and Kyoungwoo Lee, "Respiration Signal based Two Layer Stress Recognition across Non-verbal and Verbal Situations",ย In Proceedings of the 2020 35th Annual ACM Symposium on Applied Computing (SAC)
[AI][Health] Junhyung Moon, Juneil Lee, Dongmi Cheon, Munhee Lee, and Kyoungwoo Lee, "Stress Recognition with State Classification Considering Temporal Variation of Stress Responses", In Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
[Medicine][AI] Junhyung Moon, Kyoungwoo Lee, and Yongseung Lee, "Integrated System of Monitoring and Intervention for In-home Healthcare and Treatment", In Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers. (doctoral colloquium paper)
[Video] Junhyung Moon*, Heemin Park, and Kyoungwoo Lee, "Integrated Visual Security Management for Optimal Condition Explorations in Resource-constrained Systems", EURASIP Journal on Image and Video Processing. 2019. (IF: 1.8)
[Medicine] Junhyung Moon, Sangyeop Lee, Taeho Lee, Saewon Kye, Yong Seung Lee, Seung-chul Shin, and Kyoungwoo Lee, "A Prospective Study of Examining Physiological Signals for Estimating Occurrence of Nocturnal Enuresis", In Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
[Device][Medicine] Seung-chul Shin, Junhyung Moon, Saewon Kye, Kyoungwoo Lee, Yong Seung Lee, andย Hong-Goo Kang, "Continuous Bladder Volume Monitoring System for Wearable Applications", In Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
[Health] Saewon Kye, Junhyung Moon, Juneil Lee, Inho Choi, Dongmi Cheon, and Kyoungwoo Lee, "Multimodal Data Collection Framework for Mental Stress Monitoring", In Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers. (workshop paper)
[AI][Medicine] Saewon Kye, Junhyung Moon, Taeho Lee, Sangyeop Lee, Kyoungwoo Lee, Seung-chul Shin, and Yong Seung Lee, "Detecting Periodic Limb Movements in Sleep using Motion Sensor Embedded Wearable Band", In Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
[AI][Medicine] Sangyeop Lee, Junhyung Moon, Taeho Lee, Saewon Kye, Kyoungwoo Lee, Yong Seung Lee, Seung-chul Shin, "Sleep Stage Classification for Managing Nocturnal Enuresis through Effective Configuration", In Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
[Video] Junhyung Moon, Hwisoo So, and Kyoungwoo Lee, "Configurable Privacy Management for Secure Video Surveillance in Energy-Constrained Systems",ย In Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
[Video] Junhyung Moon and Kyoungwoo Lee, "Integrated Visual Security Management for Video Encryption in Limited Battery Devices", In Proceedings of the 2015 13th IEEE Symposium on Embedded Systems For Real-time Multimedia (ESTIMedia)
[Video] Junhyung Moon and Kyoungwoo Lee, "Spatio-temporal Visual Security Metric for Secure Mobile Video Applications", In Proceedings of the 7th ACM International Workshop on Mobile Video (MoVid)
Domestic Journals/Conference Papersย
[AI]ย ๊น์ํ, ๋ฌธ์คํ, ์กฐ๋ฐฑํ, "๊ณตํญ ์ํ๋ฌผ X-ray ์ด๋ฏธ์ง ๊ธฐ๋ฐ ๋ถ๋ฒ ์ธ๋ ์ข ์ ํ์ง: ๊ณต๊ณต ๋ณด๊ฑด์ ์ํ AI ์์คํ ", ย ๋ํ๋์งํธํฌ์คํํ ์ถ๊ณํ์ ๋ํ ๋ฐํ๋ ผ๋ฌธ์ง, 2024
[AI][Health]ย ๋ฌธ์คํ, ๊น์ฑ์ฐ, ํ์ ๋ฆผ, ๊นํ๊ฒธ, ์ดํ๋, ์ฅ๋ํ, ์กฐ๋ฐฑํ, "ํค์คํธ๋กํฌ ์ญํ ๋ฐ ์ผ์ฃผ๊ธฐ ๋ฆฌ๋ฌ์ ํ์ฉํ ์ธ๊ณต์ง๋ฅ ๊ธฐ๋ฐ ์ฐ๋ น ์ถ์ ์ฐ๊ตฌ", ย ๋ํ๋์งํธํฌ์คํํ ์ถ๊ณํ์ ๋ํ ๋ฐํ๋ ผ๋ฌธ์ง, 2024
[AI][Medicine] ๋ฌธ์คํ, ์คํจ์ฃผ, ํฉ์์, ์์๊ฒฝ, ์ ์ฃผํ, ๊น๋ฌธ์ข , ์ด์ํ, ์ด์ค๊ฒฝ, ์กฐ๋ฐฑํ, "๊ฒ์ง ์ ๋ณด๋ฅผ ํ์ฉํ ์ธ๊ณต์ง๋ฅ ๊ธฐ๋ฐ ์์ฐ ์ดํด ์ธํฌ ํ์ฑ๋ ๋ถ๋ฅ ์ฐ๊ตฌ", ย ๋ํ๋์งํธํฌ์คํํ ์ถ๊ณํ์ ๋ํ ๋ฐํ๋ ผ๋ฌธ์ง, 2024
[AI][Health]ย ๋ฌธ์คํ, ๊น์ฑ์ฐ, ํ์ ๋ฆผ, ๊นํ๊ฒธ, ์ดํ๋, ์ฅ๋ํ, ์กฐ๋ฐฑํ, "ํค์คํธ๋กํฌ ์ญํ์ ํ์ฉํ ์ธ๊ณต์ง๋ฅ ๊ธฐ๋ฐ ์คํธ๋ ์ค ์ํ ๋ถ๋ฅ ์ฐ๊ตฌ", ย ๋ํ๋์งํธํฌ์คํํ ์ถ๊ณํ์ ๋ํ ๋ฐํ๋ ผ๋ฌธ์ง, 2024
[Medicine] ์ด์ํ, ๋ฌธ์คํ, ์ด๊ฒฝ์ฐ, "์์ ๋ฐฐ๋จ์ฅ์ ์ง๋จ์ ์ํ ๋์งํธ ๋ฐฉ๊ด์ผ์ง ์ดํ๋ฆฌ์ผ์ด์ ๋น๊ต ๋ฐ ์ ์", ํ๊ตญ์ ๋ณด๊ณผํํ ํ์ ๋ฐํ๋ ผ๋ฌธ์ง, 2023
[AI][Health] ์ด๋ฌธํฌ, ๋ฌธ์คํ, ์ฒ๋๋ฏธ, ์ด์ค์ผ, ์ด๊ฒฝ์ฐ, "๋ฐํ ์ค ์คํธ๋ ์ค ์ํ์์์ ํธํก ์์ฒด์ ํธ ๋ณํ์ ์ด๋ฅผ ์ด์ฉํ ์คํธ๋ ์ค ์ธ์". ํ๊ตญ์ ๋ณด๊ณผํํ ํ์ ๋ฐํ๋ ผ๋ฌธ์ง, 2019
[AI][Health] ์ฒ๋๋ฏธ, ๋ฌธ์คํ, ์ด๋ฌธํฌ, ์ด๊ฒฝ์ฐ, "ํจ๊ณผ์ ์ธ ์คํธ๋ ์ค ์ธ์์ ์ํ ๊ฐ์๋๊ณ ๊ธฐ๋ฐ ์คํธ๋ ์ค ๊ด๋ จ ์ ์ค์ฒ ๋ถ์". ํ๊ตญ์ ๋ณด๊ณผํํ ํ์ ๋ฐํ๋ ผ๋ฌธ์ง, 2019
[System] ์ ๊ฐ์, ๋ฌธ์คํ, ์ด๊ฒฝ์ฐ, "๊ธ์ต ์๋ํ๊ธฐ๊ธฐ ๋ณด์์ ์ํ ํ์ผ ๋ณํ๊ด๋ฆฌ ๊ธฐ๋ฐ ํ๋ก์ธ์ค ์ ์ด ๊ธฐ๋ฒ ์ฐ๊ตฌ". ํ๊ตญ์ ๋ณด๊ณผํํ ํ์ ๋ฐํ๋ ผ๋ฌธ์ง, 2014
[Video] ๊นํ์ค, ๋ฌธ์คํ, ๊นํ์ถฉ, ์ด๊ฒฝ์ฐ, "H.264์์์ ์ ์ ์์ ๋ณด์์ ์ํ ์์ง์ ๋ฒกํฐ์ ํจ์จ์ ์ธ ์ํธํ ๊ธฐ๋ฒ". ํ๊ตญ์ ๋ณด๊ณผํํ ํ์ ๋ฐํ๋ ผ๋ฌธ์ง, 2014
[Video] ์ด์ฃผ์ฑ, ๋ฌธ์คํ, ๊น์ํ, ๋ฐํฌ๋ฏผ, ์ด๊ฒฝ์ฐ, "๋ชจ๋ฐ์ผ ๋ณด์ ์์ํต์ ์์์ ์ฑ๋ฅ๊ณผ ์๋์ง ์๋ชจ๋, ํ์ง๊ฐ์ ์ฐ๊ด์ฑ ๋ถ์", ์ ๋ณด๊ณผํํ๋ ผ๋ฌธ์ง : ์์คํ ๋ฐ ์ด๋ก , 40(3), 122-130. 2013
[Video] ์ด์ฃผ์ฑ, ๋ฌธ์คํ, ๊น์ํ, ๋ฐํฌ๋ฏผ, ์ด๊ฒฝ์ฐ, "๋ชจ๋ฐ์ผ ๊ธฐ๊ธฐ์์ ๋ณด์ ์์ ํต์ ์ ์์ ํ์ง, ์ฑ๋ฅ๊ณผ ์๋์ง ์๋ชจ์ ์ฐ๊ด์ฑ์ ๋ํ ์ค์ฆ ์ฐ๊ตฌ". ํ๊ตญ์ ๋ณด๊ณผํํ ํ์ ๋ฐํ๋ ผ๋ฌธ์ง, 2012