Publications by authors named "Sunyong Yoo"

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Characteristics of children with disability through infant and children's health screening in South Korea.
Junyoung Park, Hwa Jin Cho, Sunyong Yoo, Min-Keun Song

Ann Med· December 2025

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Knowledge transfer-driven estimation of knee moments and ground reaction forces from smartphone videos via temporal-spatial modeling of augmented joint kinematics.
Md Sanzid Bin Hossain, Hwan Choi, Zhishan Guo, Sunyong Yoo, Min-Keun Song

PLoS One· November 2025

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Multi-level association rule mining and network pharmacology to identify the polypharmacological effects of herbal materials and compounds in traditional medicine.
Hyejin Yu, Kwanyong Choi, Ji Yeon Kim, Sunyong Yoo

Brief Bioinform· July 2025

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Current treatment status of fabry disease in South Korea: a longitudinal National health insurance service data-based study.
DoHyeon Lee, Samel Park, Hyejin Yu, Eunjung Cho, Seung Seok Han, Sunyong Yoo

Orphanet J Rare Dis· July 2025

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Interpretable prediction of drug-drug interactions via text embedding in biomedical literature.
Sunwoo Jung, Sunyong Yoo

Comput Biol Med· February 2025

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hERGAT: predicting hERG blockers using graph attention mechanism through atom- and molecule-level interaction analyses.
Dohyeon Lee, Sunyong Yoo

J Cheminform· January 2025

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Interpretable Prediction of SARS-CoV-2 Epitope-Specific TCR Recognition Using a Pre-Trained Protein Language Model.
Sunyong Yoo, Myeonghyeon Jeong, Subhin Seomun, Kiseong Kim, Youngmahn Han

IEEE/ACM Trans Comput Biol Bioinform· June 2024

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FetoML: Interpretable predictions of the fetotoxicity of drugs based on machine learning approaches.
Myeonghyeon Jeong, Sunyong Yoo

Mol Inform· June 2024

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InterDILI: interpretable prediction of drug-induced liver injury through permutation feature importance and attention mechanism.
Soyeon Lee, Sunyong Yoo

J Cheminform· January 2024

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Medical service utilization by children with physical or brain disabilities in South Korea.
Sunyong Yoo, Ja Young Choi, Shin-Seung Yang, Seong-Eun Koh, Myeong-Hyeon Jeong

BMC Pediatr· September 2023

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Identification of Breast Cancer Metastasis Markers from Gene Expression Profiles Using Machine Learning Approaches.
Jinmyung Jung, Sunyong Yoo

Genes (Basel)· September 2023

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The Relationship between Nutrient Intake and Cataracts in the Older Adult Population of Korea.
Sangyun Lee, Soyeon Lee, Myeonghyeon Jeong, Sunwoo Jung, Myoungjin Lee, Sunyong Yoo

Nutrients· November 2022

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Predicting Ischemic Stroke in Patients with Atrial Fibrillation Using Machine Learning.
Seonwoo Jung, Min-Keun Song, Eunjoo Lee, Sejin Bae, Yeon-Yong Kim, Sunyong Yoo

Front Biosci (Landmark Ed)· March 2022

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Precise Characterization of Genetic Interactions in Cancer via Molecular Network Refining Processes.
Jinmyung Jung, Yongdeuk Hwang, Hongryul Ahn, Sunjae Lee, Sunyong Yoo

Int J Mol Sci· October 2021

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Analysis of the Effects of Nutrient Intake and Dietary Habits on Depression in Korean Adults.
Hyeonseo Yun, Dong-Wook Kim, Eun-Joo Lee, Jinmyung Jung, Sunyong Yoo

Nutrients· April 2021

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Data resource profile: the allergic disease database of the Korean National Health Insurance Service.
Sunyong Yoo, Dong-Wook Kim, Young-Eun Kim, Jong Heon Park, Yeon-Yong Kim

Epidemiol Health· March 2021

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A Deep Learning-Based Approach for Identifying the Medicinal Uses of Plant-Derived Natural Compounds.
Sunyong Yoo, Hyung Chae Yang, Seongyeong Lee, Jaewook Shin, Seyoung Min

Front Pharmacol· November 2020

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An interactive retrieval system for clinical trial studies with context-dependent protocol elements.
Junseok Park, Seongkuk Park, Kwangmin Kim, Woochang Hwang, Sunyong Yoo

PLoS One· October 2020

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Phenotype-oriented network analysis for discovering pharmacological effects of natural compounds.
Sunyong Yoo, Hojung Nam, Doheon Lee

Sci Rep· August 2018

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Discovering Health Benefits of Phytochemicals with Integrated Analysis of the Molecular Network, Chemical Properties and Ethnopharmacological Evidence.
Sunyong Yoo, Kwansoo Kim, Hojung Nam, Doheon Lee

Nutrients· August 2018

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A systematic approach to identify therapeutic effects of natural products based on human metabolite information.
Kyungrin Noh, Sunyong Yoo, Doheon Lee

BMC Bioinformatics· June 2018

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In silico profiling of systemic effects of drugs to predict unexpected interactions.
Sunyong Yoo, Kyungrin Noh, Moonshik Shin, Junseok Park, Kwang-Hyung Lee

Sci Rep· January 2018

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Prediction of compound-target interactions of natural products using large-scale drug and protein information.
Jongsoo Keum, Sunyong Yoo, Doheon Lee, Hojung Nam

BMC Bioinformatics· July 2016

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An Approach to Reducing Information Loss and Achieving Diversity of Sensitive Attributes in k-anonymity Methods.
Sunyong Yoo, Moonshik Shin, Doheon Lee

Interact J Med Res· November 2012

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