CONFERENCES

2025

20.

유혜진; 이재인; 유선용
전통 의학에서 천연물 및 화합물의 다약리학 효과 식별 연구 Conference Domestic
2025 한국디지털콘텐츠학회 하계종합학술대회, 한국디지털콘텐츠학회, 2025.

Abstract | Links | BibTeX | Tags: Artificial Intelligence, Ethnopharmacology

19.

송종웅; 서문수빈; 유선용
Transformer 기반 생물학적 그래프 모델을 활용한해석 가능한 약물 유도 유전자 발현 예측 Conference Domestic
2025 한국디지털콘텐츠학회 하계종합학술대회, 한국디지털콘텐츠학회, 2025.

Abstract | Links | BibTeX | Tags: Deep learning, Interpretability, Transcriptome, Transformer

18.

나예빈; 정선우; 최희석; 유선용
딥러닝 기반 Cytochrome P450 2D6 유전자 다형성과 약물 특이적 대사 기능 표현형 예측 연구 Conference Domestic
2025 한국디지털콘텐츠학회 하계종합학술대회, 한국디지털콘텐츠학회, 2025.

Abstract | Links | BibTeX | Tags: CYP450, Deep learning

17.

김채원; 정명현; 김민건; 유선용
Conditional Diffusion Model 기반 약물로 인한 전사체 반응 예측 Conference Domestic
2025 한국디지털콘텐츠학회 하계종합학술대회, 한국디지털콘텐츠학회, 2025.

Abstract | Links | BibTeX | Tags: Artificial Intelligence, Bioinformatics, Drugs, Transcriptome

16.

김상민; 이도현; 유선용
그래프 트랜스포머를 이용한 항암제 조합의 시너지 효과 예측 Conference Domestic
2025 한국디지털콘텐츠학회 하계종합학술대회, 한국디지털콘텐츠학회, 2025.

Abstract | Links | BibTeX | Tags: Graph attention network, Interpretability, Transformer

15.

강민기; 송윤주; 유선용
지식 그래프 임베딩 기반 약물-식품 상호작용 예측 연구 Conference Domestic
2025 한국디지털콘텐츠학회 하계종합학술대회, 한국디지털콘텐츠학회, 2025.

Abstract | Links | BibTeX | Tags: Artificial Intelligence, Knowledge graph


2024

14.

Yeabean Na; Junho Kim; Myung-Gyun Kang; Sunyong Yoo
A Multimodal Deep Learning Approach for Predicting Drug Metabolism According to the CYP2D6 Genetic Variation Conference International
The 18th International Conference on Data and Text Mining in Biomedical Informatics, 2024.

Abstract | Links | BibTeX | Tags: Bioinformatics, Deep learning, Drugs

13.

이도현; 유선용
기계학습 기반 화합물의 심장독성 예측 연구 Conference Domestic
한국정보과학회 학술발표논문집, 한국정보과학회, 2024.

Abstract | Links | BibTeX | Tags: Cardiotoxicity, Machine learning

12.

박준영; 유선용
네트워크 분석을 통한 화합물 표현형 효과 추론 Conference Domestic
한국정보과학회 학술발표논문집, 한국정보과학회, 2024.

Abstract | Links | BibTeX | Tags: Network analysis

11.

송윤주; 유선용
화합물의 폐 발암성 예측을 위한 그래프 신경망 접근법 Conference Domestic
한국정보과학회 학술발표논문집, 한국정보과학회, 2024.

Abstract | Links | BibTeX | Tags: Deep learning, Graph attention network

10.

서문수빈; 유선용
Cytochrome P450 동위체 억제제 예측을 위한 그래프 어텐션 네트워크 모델 개발 Conference Domestic
한국정보과학회 학술발표논문집, 한국정보과학회, 2024.

Abstract | Links | BibTeX | Tags: CYP450, Deep learning, Graph attention network


2023

9.

Myeonghyeon Jeong; Sunyong Yoo
FetoML: Interpretable predictions of the fetotoxicity of drugs based on machine learning approaches Conference International
In 17th International Conference on Data and Text Mining in Biomedical Informatics, DTMBIO, 2023.

Links | BibTeX | Tags: Machine learning

8.

Dohyeon Lee; Sunyong Yoo
hERGAT: Predicting hERG blockers using graph attention mechanism through atom- and molecule- level interaction analysis Conference International
In 17th International Conference on Data and Text Mining in Biomedical Informatics, DTMBIO, 2023.

Links | BibTeX | Tags: Deep learning, Graph attention network


2022

7.

Myeonghyeon Jeong; Sangjin Kim; Yewon Han; Jihyun Jeong; Dahwa Jung; Inyoung Choi; Sunyong Yoo
Attention-based Deep Neural Network for Predicting Fetotoxicity Conference International
In the 10th International Conference on Big Data Applications and Services, The Korea Big Data Service Society, 2022.

BibTeX | Tags: Attention mechanism, Bioinformatics, Deep learning

6.

정선우; 유선용
약물 정보 문서 임베딩을 이용한 딥러닝 기반 약물 간 상호작용 예측 Conference Domestic
한국정보통신학회 종합학술대회 논문집, vol. 26, no. 1, 한국정보통신학회, 2022.

Links | BibTeX | Tags: DDI, Text mining

5.

이소연; 유선용
In silico 기법을 이용한 신경독성 예측 Conference Domestic
한국정보통신학회 종합학술대회 논문집, vol. 26, no. 1, 한국정보통신학회, 2022.

Links | BibTeX | Tags: in silico

4.

정명현; 유선용
Attention 알고리즘 기반 약물의 태아 독성 예측 연구 Conference Domestic
한국정보통신학회 종합학술대회 논문집, vol. 26, no. 1, 한국정보통신학회, 2022.

Links | BibTeX | Tags: Attention mechanism


2015

3.

Moonshik Shin; Sungyoung Yoo; Suhyun Ha; Kyungrin Noh; Doheon Lee
Identifying Potential Bioactive Compounds of Natural Products by Combining ADMET Prediction Methods Conference International
Proceedings of the ACM Ninth International Workshop on Data and Text Mining in Biomedical Informatics, CIKM, 2015.

Abstract | Links | BibTeX | Dimensions | Tags: ADME, Bioinformatics, Natural product


2014

2.

Suhyun Ha; Sunyong Yoo; Moonshik Shin; Jin Sook Kwak; Oran Kwon; Min Chang Choi; Keon Wook Kang; Hojung Nam; Doheon Lee
Integrative Database for Exploring Compound Combinations of Natural Products for Medical Effects Conference International
Proceedings of the ACM 8th International Workshop on Data and Text Mining in Bioinformatics, CIKM, 2014.

Abstract | Links | BibTeX | Dimensions | Tags: Ethnopharmacology, Natural product


2012

1.

Moonshik Shin; Sunyong Yoo; Kwang H Lee; Doheon Lee
Electronic medical records privacy preservation through k-anonymity clustering method Conference International
The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems, IEEE IEEE, 2012.

Abstract | Links | BibTeX | Dimensions | Tags: