헬스케어 기계학습 연구실
Machine Intelligence for Healthcare Lab
차의과학대학교 의학전문대학원
정보의학교실 / 정보의학연구소
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Research Topic
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대한디지털헬스학회 2026 춘계학술대회 수상
2026년 6월 12일 개최된 대한디지털헬스학회 2026 춘계학술대회에서 김훈겸 박사과정생, 최정수 석사과정생, 이성근 석사과정생, 손지현 석사과정생이 각각 우수상을 수상했…
182026.06
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ACM CHI 2025 Best Paper Award 수상
2025년 4월 28일 개최된 ACM CHI Conference on Human Factors in Computing Systems 2025 에서 문준형 연구교수님이 Best …
292025.04
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대한디지털헬스학회 2025 추계학술대회 수상
2025년 9월 18-19일 개최된 대한디지털헬스학회 2025 추계학술대회에서, 최정수 학생, 유예찬 학생이 각각 우수상을 수상했습니다. 축하합니다.
222025.09
Publications
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What Affects Natural Killer Cell Activity: A Cross-Sectional Study
Junhyung Moon, Hyoju Oh, Yechan Yu, Eunkyung Suh, A-Ra Cho, Moon Jong Kim, Soo Hyun Lee, Jin Hun Park, Baek Hwan Cho, Yun-Kyong Lee, Frontiers in Immunology, 2026.04.29, 17, 1-11
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Domain-specific functional outcome prediction in stroke rehabilitation: A multicenter artificial int…
Dong-Young Kim, Seyoung Shin, Junhyung Moon, Yubin Kim, Heegoo Kim, HyeongMin Jeon, Dae Hyun Kim, Eun Joo Kim, Eu Jeong Ko, MinYoung Kim, Baek Hwan Cho, International Journal of Medical Informatics, 2026.07.22, 220, 106607
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Immune-enhanced machine learning approach for early detection of precancerous colorectal neoplasia: …
Yohan Kim, Eun Young Kim, Mi Young Kim, and Baek Hwan Cho, European Journal of Cancer, 2025.10.16, 229, Article Number: 115786
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Exploring Age-Related Patterns in Smartphone Keystroke Dynamics Considering Temporal Variability: Cr…
Junhyung Moon, Yu Lim Huh, Hee Young Cho, Chaeyeon Kim, Hyeongrae Lee, Dong Pyo Jang, Baek Hwan Cho, JMIR mHealth and uHealth, 2025.12.02, 13, e80094
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Development of machine learning models for the surveillance of colon surgical site infections
S.Y. Cho, Z. Kim, D.R. Chung, B.H. Cho, M.J. Chung, J.H. Kim, J. Jeong, Journal of Hospital Infection,
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OMERO. searcher: content-based image search for microscope images
Baek Hwan Cho, Ivan Cao-Berg, Jennifer A. Bakal, and Robert F. Murphy, Nature Methods, 9 (7), 633-634
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Unsupervised automatic seizure detection for focal-onset seizures recorded with behind-the-ear EEG u…
Sungmin You†, Baek Hwan Cho†, Soonhyun Yook, Joo Young Kim, Young-Min Shon, Dae-Won Seo, In Young Kim, Computer Methods and Programs in Biomedicine 193, 105472,
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A Fully automated analytic system for measuring endolymphatic hydrops ratio in Ménière disease using…
Chae Jung Park, Young Sang Cho, Myung Jin Chung, Yi-Kyung Kim, Hyung-Jin Kim, Kyunga Kim, Jae-Wook Ko, Won-Ho Chung, Baek Hwan Cho, Journal of Medical Internet Research, 23(9), e29678
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Automatic detection of conductive hearing loss using video pneumatic otoscopy and a deep learning al…
Hayoung Byun, Chae Jung Park, Seongje Oh, Baek Hwan Cho*, Yang-Sun Cho*, Ear and Hearing, 43(5), 1563-1573
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Semi-supervised automatic seizure detection using personalized anomaly detecting variational autoenc…
Sungmin You†, Baek Hwan Cho†, Young-Min Shon, Dae-Won Seo, In Young Kim, Computer Methods and Programs in Biomedicine 213, 106542