PUBLICATIONS
JOURNALS
Insu Choi, Hwa Jin Cho, Kibum Kim, Sunyong Yoo*, Min-Keun Song*
Virtual reality for rehabilitation and engagement in pediatric intensive care: a systematic review of feasibility, safety and outcomes
Frontiers in Pediatrics, 14: 1934650.
Mingi Kang, Myoung Jin Lee, and Sunyong Yoo*
KG-DFI: A Prediction of Drug–Food Interactions Based on Knowledge Graph Embedding
Computational and Structural Biotechnology Journal, vol. 35, issue 1, 2026
Subhin Seomun, and Sunyong Yoo*
Cross-Species Multitask Learning with Molecular and ADME Descriptors for Liver Microsomal Metabolic Stability
Jinmyung Jung, and Sunyong Yoo*
NCES: A Cell-Specific Network-Augmented Essentiality Framework for Cancer Therapeutic Target Discovery
Junyoung Park, and Sunyong Yoo*.
Novel molecular design via a scaffold-aware transformer with multi-scale attention mechanisms.
Journal of Cheminformatics, vol 18, 2026.
Yunju Song, Hwan Choi, and Sunyong Yoo*.
Carcinogenicity prediction via multi-task learning of cross-organ representations with attention mechanisms.
Briefings in Bioinformatics, 2026, 27.3: bbag296.
Kwanyong Choi, Jun Young Park, Sunyong Yoo, Soo-yeon Park, Hyoung-Yun Han, Ji Yeon Kim*.
Combining UHPLC profiling and random walk network-based in vitro analysis to predict herb-induced liver injury
Food and Chemical Toxicology, 2026, 116050.
Jiseong Jeong; Sunyong Yoo*
End-to-End Learnable Recurrence Plot for Sleep Stage Classification Using Non-Contact Ballistocardiography
Electronics, vol. 15, iss. 9, pp. 1798, 2026, ISSN: 2079-9292
Sang Heon Suh, Dohyeon Lee, Seong Kwon Ma, Sunyong Yoo*, Soo Wan Kim*
Urinary Sodium Excretion and the Risk of Prevalent Anemia: Nationwide Population-Based Cross-Sectional Study
JMIR Public Health and Surveillance, vol. 12, no. e88408, 2026, ISSN: 2369-2960
Chaewon Kim, Sunyong Yoo*
Predicting Condition-Aware Drug-Induced Transcriptional Responses via a Latent Diffusion Model
Bioinformatics, vol. 42, iss. 4, pp. btag173, 2026, ISSN: 1367-4811
Md Sanzid Bin Hossain, Hwan Choi*, Zhishan Guo, Sunyong Yoo, Min-Keun Song, Hyunjun Shin, Dexter Hadley
Knowledge transfer-driven estimation of knee moments and ground reaction forces from smartphone videos via temporal-spatial modeling of augmented joint kinematics
PLOS One, vol. 20, no. 11, pp. e0335257, 2025, ISSN: 1932-6203.
Junyong Park, Hwa-Jin Cho, Sunyong Yoo*, Mim-Keun Song*
Characteristics of Children with Disability through Infant and Children's Health Screening in South Korea
Annals of Medicine, vol. 57, iss. 1, 2025, ISBN: 1651-2219.
DoHyeon Lee, Samel Park, Hyejin Yu, Eunjung Cho, Seung Seok Han, Eun Sil Koh, Byung Ha Chung, Kyung Hwan Jeong, Soo Jeong Choi, Eun Young Lee, Su Hyun Kim, Eun Hui Bae, Sunyong Yoo*, Young Joo Kwon*
Current treatment status of fabry disease in South Korea: a longitudinal National health insurance service data-based study
Orphanet Journal of Rare Diseases, vol. 20, no. 355, 2025, ISSN: 1750-1172.
Hyejin Yu, Kwanyong Choi, Ji Yeon Kim, Sunyong Yoo*
Multi-level association rule mining and network pharmacology to identify the polypharmacological effects of herbal materials and compounds in traditional medicine
Briefings in Bioinformatics, vol. 26, iss. 4, 2025, ISSN: 1477-4054.
Sunwoo Jung, Sunyong Yoo*
Interpretable prediction of drug-drug interactions via text embedding in biomedical literature
Computers in Biology and Medicine, vol. 185, pp. 109496, 2025, ISBN: 0010-4825.
Dohyeon Lee, Sunyong Yoo*
hERGAT: predicting hERG blockers using graph attention mechanism through atom- and molecule-level interaction analyses
Journal of Cheminformatics, vol. 17, no. 11, 2025, ISSN: 1758-2946.
Kwanyong Choi, Soyeon Lee, Sunyong Yoo, Hyoung-Yun Han, Soo-yeon Park, Ji Yeon Kim*
Prediction of bioactive compounds hepatotoxicity using in silico and in vitro analysis
Applied Biological Chemistry, vol. 67, no. 107, 2024.
Hyeon Jae Lee, Kyeong Jin Kim, Soo-yeon Park, Kwanyong Choi, Jaeho Pyee, Sunyong Yoo, Ji Yeon Kim*
Enhancing intestinal health with germinated oats: Bioinformatics and compound profiling insights into a novel approach for managing inflammatory bowel disease
Food Bioscience, vol. 61, pp. 104833, 2024.
Suyeon Kim, Dong Young Kim, Je Won Park, Shinwook Kim, Seungchan Lee, Han Seung Jang, Jinseok Park, Sunyong Yoo*, Myoung Jin Lee*
Passing Word Line-Induced Subthreshold Leakage Reduction Using a Partial Insulator in a Buried Channel Array Transistor
IEEE Transactions on Electron Devices, vol. 71, iss. 5, pp. 2976-2982, 2024, ISSN: 0018-9383.
Myeonghyeon Jeong, Sunyong Yoo*
FetoML: Interpretable predictions of the fetotoxicity of drugs based on machine learning approaches
Molecular Informatics, vol. 43, no. 6, pp. e202300312, 2024, ISSN: 1868-1743.
© 2026 BMIL All Rights Reserved.
Insu Choi, Hwa Jin Cho, Kibum Kim, Sunyong Yoo*, Min-Keun Song*
Virtual reality for rehabilitation and engagement in pediatric intensive care: a systematic review of feasibility, safety and outcomes
Frontiers in Pediatrics, 14: 1934650.
Mingi Kang, Myoung Jin Lee, and Sunyong Yoo*
KG-DFI: A Prediction of Drug–Food Interactions Based on Knowledge Graph Embedding
Computational and Structural Biotechnology Journal, vol. 35, issue 1, 2026
Subhin Seomun, and Sunyong Yoo*
Cross-Species Multitask Learning with Molecular and ADME Descriptors for Liver Microsomal Metabolic Stability
Computational and Structural Biotechnology Journal, vol. 35, issue 1, 2026
Jinmyung Jung, and Sunyong Yoo*
NCES: A Cell-Specific Network-Augmented Essentiality Framework for Cancer Therapeutic Target Discovery
Computational and Structural Biotechnology Journal, vol. 35, issue 1, 2026
Junyoung Park, and Sunyong Yoo*.
Novel molecular design via a scaffold-aware transformer with multi-scale attention mechanisms.
Journal of Cheminformatics, vol 18, 2026.
Yunju Song, Hwan Choi, and Sunyong Yoo*.
Carcinogenicity prediction via multi-task learning of cross-organ representations with attention mechanisms.
Briefings in Bioinformatics, 2026, 27.3: bbag296.
Kwanyong Choi, Jun Young Park, Sunyong Yoo, Soo-yeon Park, Hyoung-Yun Han, Ji Yeon Kim*.
Combining UHPLC profiling and random walk network-based in vitro analysis to predict herb-induced liver injury
Food and Chemical Toxicology, 2026, 116050.
Jiseong Jeong; Sunyong Yoo*
End-to-End Learnable Recurrence Plot for Sleep Stage Classification Using Non-Contact Ballistocardiography
Electronics, vol. 15, iss. 9, pp. 1798, 2026, ISSN: 2079-9292
Sang Heon Suh, Dohyeon Lee, Seong Kwon Ma, Sunyong Yoo*, Soo Wan Kim*
Urinary Sodium Excretion and the Risk of Prevalent Anemia: Nationwide Population-Based Cross-Sectional Study
JMIR Public Health and Surveillance, vol. 12, no. e88408, 2026, ISSN: 2369-2960
Chaewon Kim, Sunyong Yoo*
Predicting Condition-Aware Drug-Induced Transcriptional Responses via a Latent Diffusion Model
Bioinformatics, vol. 42, iss. 4, pp. btag173, 2026, ISSN: 1367-4811
Md Sanzid Bin Hossain, Hwan Choi*, Zhishan Guo, Sunyong Yoo, Min-Keun Song, Hyunjun Shin, Dexter Hadley
Knowledge transfer-driven estimation of knee moments and ground reaction forces from smartphone videos via temporal-spatial modeling of augmented joint kinematics
PLOS One, vol. 20, no. 11, pp. e0335257, 2025, ISSN: 1932-6203.
Junyong Park, Hwa-Jin Cho, Sunyong Yoo*, Mim-Keun Song*
Characteristics of Children with Disability through Infant and Children's Health Screening in South Korea
Annals of Medicine, vol. 57, iss. 1, 2025, ISBN: 1651-2219.
DoHyeon Lee, Samel Park, Hyejin Yu, Eunjung Cho, Seung Seok Han, Eun Sil Koh, Byung Ha Chung, Kyung Hwan Jeong, Soo Jeong Choi, Eun Young Lee, Su Hyun Kim, Eun Hui Bae, Sunyong Yoo*, Young Joo Kwon*
Current treatment status of fabry disease in South Korea: a longitudinal National health insurance service data-based study
Orphanet Journal of Rare Diseases, vol. 20, no. 355, 2025, ISSN: 1750-1172.
Hyejin Yu, Kwanyong Choi, Ji Yeon Kim, Sunyong Yoo*
Multi-level association rule mining and network pharmacology to identify the polypharmacological effects of herbal materials and compounds in traditional medicine
Briefings in Bioinformatics, vol. 26, iss. 4, 2025, ISSN: 1477-4054.
Sunwoo Jung, Sunyong Yoo*
Interpretable prediction of drug-drug interactions via text embedding in biomedical literature
Computers in Biology and Medicine, vol. 185, pp. 109496, 2025, ISBN: 0010-4825.
Dohyeon Lee, Sunyong Yoo*
hERGAT: predicting hERG blockers using graph attention mechanism through atom- and molecule-level interaction analyses
Journal of Cheminformatics, vol. 17, no. 11, 2025, ISSN: 1758-2946.
Kwanyong Choi, Soyeon Lee, Sunyong Yoo, Hyoung-Yun Han, Soo-yeon Park, Ji Yeon Kim*
Prediction of bioactive compounds hepatotoxicity using in silico and in vitro analysis
Applied Biological Chemistry, vol. 67, no. 107, 2024.
Hyeon Jae Lee, Kyeong Jin Kim, Soo-yeon Park, Kwanyong Choi, Jaeho Pyee, Sunyong Yoo, Ji Yeon Kim*
Enhancing intestinal health with germinated oats: Bioinformatics and compound profiling insights into a novel approach for managing inflammatory bowel disease
Food Bioscience, vol. 61, pp. 104833, 2024.
Suyeon Kim, Dong Young Kim, Je Won Park, Shinwook Kim, Seungchan Lee, Han Seung Jang, Jinseok Park, Sunyong Yoo*, Myoung Jin Lee*
Passing Word Line-Induced Subthreshold Leakage Reduction Using a Partial Insulator in a Buried Channel Array Transistor
IEEE Transactions on Electron Devices, vol. 71, iss. 5, pp. 2976-2982, 2024, ISSN: 0018-9383.
Myeonghyeon Jeong, Sunyong Yoo*
FetoML: Interpretable predictions of the fetotoxicity of drugs based on machine learning approaches
Molecular Informatics, vol. 43, no. 6, pp. e202300312, 2024, ISSN: 1868-1743.