Sunyong Yoo, Myeonghyeon Jeong, Subhin Seomun, Kiseong Kim, Youngmahn Han*

Interpretable Prediction of SARS-CoV-2 Epitope-specific TCR Recognition Using a Pre-Trained Protein Language Model

IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 21, iss. 3, pp. 428-438, 2024.

Soyeon Lee, Sunyong Yoo*

InterDILI: interpretable prediction of drug-induced liver injury through permutation feature importance and attention mechanism

Journal of Cheminformatics, vol. 16, no. 1, pp. 1, 2024.

Sunyong Yoo, Ja Young Choi, Shin-seung Yang, Seong-Eun Koh, Myeong-Hyeon Jeong, Min-Keun Song*

Medical service utilization by children with physical or brain disabilities in South Korea

BMC pediatrics, vol. 23, no. 1, pp. 487, 2023, (Correspondence to Min-Keun Song).

Jinmyung Jung, Sunyong Yoo*

Identification of Breast Cancer Metastasis Markers from Gene Expression Profiles Using Machine Learning Approaches

Genes, vol. 14, no. 9, pp. 1820, 2023, (Correspondence to Sunyong Yoo).

Sangyun Lee, Soyeon Lee, Myeonghyeon Jeong, Sunwoo Jung, Myoungjin Lee, Sunyong Yoo*

The relationship between nutrient intake and cataracts in the older adult population of Korea

Nutrients, vol. 14, no. 23, pp. 4962, 2022

Jin Hyo Park, Su Yeon Kim, Dong Young Kim, Geon Kim, Je Won Park, Sunyong Yoo, Young-Woo Lee,Myoung Jin Lee*

Row hammer reduction using a buried insulator in a buried channel array transistor

IEEE Transactions on Electron Devices, vol. 69, no. 12, pp. 6710–6716, 2022

Seonwoo Jung, Min-Keun Song, Eunjoo Lee, Sejin Bae, Yeon-Yong Kim, Doheon Lee, Myoung Jin Lee*, Sunyong Yoo*

Predicting ischemic stroke in patients with atrial fibrillation using machine learning

Frontiers in Bioscience-Landmark, vol. 27, no. 3, pp. 80, 2022

Jinmyung Jung, Yongdeuk Hwang, Hongryul Ahn, Sunjae Lee, Sunyong Yoo*

Precise Characterization of Genetic Interactions in Cancer via Molecular Network Refining Processes

International journal of molecular sciences, vol. 22, no. 20, pp. 11114, 2021.

Jin Hyo Park, Geon Kim, Dong Yeong Kim, Su Yeon Kim, Sunyong Yoo*, Myoung Jin Lee*

S-TAT leakage current in partial isolation type saddle-FinFET (Pi-FinFET) s

IEEE Access, vol. 9, pp. 111567–111575, 2021.

aki Masood, Hosung Park, Han Seung Jang, Sunyong Yoo, Sokhee P Jung, Yonghoon Choi*

Optimal power allocation for maximizing energy efficiency in DAS-based IoT network

IEEE Systems Journal, vol. 15, no. 2, pp. 2342–2348, 2021.

Hyeonseo Yun, Dong-Wook Kim, Eun-Joo Lee, Jinmyung Jung, Sunyong Yoo*

Analysis of the effects of nutrient intake and dietary habits on depression in Korean adults

Nutrients, vol. 13, no. 4, pp. 1360, 2021, (Correspondence to Sunyong Yoo).

Kiseong Kim, Sunyong Yoo, Sangyeon Lee, Doheon Lee, Kwang-Hyung Lee*

Network analysis to identify the risk of epidemic spreading

Applied Sciences, vol. 11, no. 7, pp. 2997, 2021.

Sunyong Yoo, Dong-Wook Kim, Young-Eun Kim, Jong Heon Park, Yeon-Yong Kim, Kyu-dong Cho, Mi-Ji Gwon, Jae-In Shin, Eun-Joo Lee*

Data resource profile: the allergic disease database of the Korean National Health Insurance Service

Epidemiology and Health, vol. 43, pp. e2021010, 2021.

Junseok Park, Seongkuk Park, Kwangmin Kim, Woochang Hwang, Sunyong Yoo, Gwan-su Yi, Doheon Lee*

An interactive retrieval system for clinical trial studies with context-dependent protocol elements

PloS one, vol. 15, no. 9, pp. e0238290, 2020.

Sunyong Yoo, Hyung Chae Yang, Seongyeong Lee, Jaewook Shin, Seyoung Min, Eunjoo Lee, Minkeun Song, Doheon Lee*

A Deep Learning-Based Approach for Identifying the Medicinal Uses of Plant-Derived Natural Compounds

Frontiers in Pharmacology, vol. 11, pp. 584875, 2020, ISSN: 1663-9812.

Junseok Park, Seongkuk Park, Gwangmin Kim, Kwangmin Kim, Jaegyun Jung, Sunyong Yoo, Gwan-Su Yi, Doheon Lee*

Reliable data collection in participatory trials to assess digital healthcare applications

IEEE Access, vol. 8, pp. 79472–79490, 2020.

Sunyong Yoo, Suhyun Ha, Moonshik Shin, Kyungrin Noh, Hojung Nam, Doheon Lee*

A data-driven approach for identifying medicinal combinations of natural products

IEEE Access, vol. 6, pp. 58106–58118, 2018.

Sunyong Yoo, Kwansoo Kim, Hojung Nam, Doheon Lee*

Discovering health benefits of phytochemicals with integrated analysis of the molecular network, chemical properties and ethnopharmacological evidence
Nutrients, vol. 10, no. 8, pp. 1042, 2018.

Sunyong Yoo, Hojung Nam, Doheon Lee*

Phenotype-oriented network analysis for discovering pharmacological effects of natural compounds

Scientific Reports, vol. 8, no. 1, pp. 11667, 2018.

Kyungrin Noh, Sunyong Yoo, Doheon Lee*

A systematic approach to identify therapeutic effects of natural products based on human metabolite information

BMC bioinformatics, vol. 19, no. 205, pp. 49–55, 2018.