CONFERENCES

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2025

7.

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

6.

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


2024

5.

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

4.

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

3.

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


2023

2.

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

1.

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