Sun Kim

Seoul National University

South Korea

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Articles (14)

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2024

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2024

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2024

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2023

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2023

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2023

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2023

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2023

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2023

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2022

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2022

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2022

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2022

Collaborators (7)

Inuk Jung

Assistant Professor

Kyungpook National University

SOUTH KOREA

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Tae-Bum Kim

Asan Medical Center, University of Ulsan College of Medicine

SOUTH KOREA

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Yinhua Piao

Seoul National University

SOUTH KOREA

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Kyuri Jo

Assistant Professor

Chungbuk National University

SOUTH KOREA

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Chang-Hoon Lee

Seoul National University Hospital

SOUTH KOREA

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Sangseon Lee

Assistant Professor

Inha University

SOUTH KOREA

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Dohyun Han

Associate Professor

Seoul National University Hospital

SOUTH KOREA

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Sun Kim

Research Interests

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Articles (14)

Dual Representation Learning for Predicting Drug-side Effect Frequency using Protein Target Information

Transfer learning of condition-specific perturbation in gene interactions improves drug response prediction

Dual Representation Learning for Predicting Drug-side Effect Frequency using Protein Target Information

Machine Learning-Based Proteomics Reveals Ferroptosis in COPD Patient-Derived Airway Epithelial Cells Upon Smoking Exposure

A model-agnostic framework to enhance knowledge graph-based drug combination prediction with drug–drug interaction data and supervised contrastive learning

AIVariant: a deep learning-based somatic variant detector for highly contaminated tumor samples

Biomedical knowledge graph learning for drug repurposing by extending guilt-by-association to multiple layers

Metheor: Ultrafast DNA methylation heterogeneity calculation from bisulfite read alignments

Improved drug response prediction by drug target data integration via network-based profiling

GOAT: Gene-level biomarker discovery from multi-Omics data using graph ATtention neural network for eosinophilic asthma subtype

DRPreter: Interpretable Anticancer Drug Response Prediction Using Knowledge-Guided Graph Neural Networks and Transformer

Learning the histone codes with large genomic windows and three-dimensional chromatin interactions using transformer

A Survey on Computational Methods for Investigation on ncRNA-Disease Association through the Mode of Action Perspective

Risk Stratification for Breast Cancer Patient by Simultaneous Learning of Molecular Subtype and Survival Outcome Using Genetic Algorithm-Based Gene Set Selection

Collaborators (7)

Inuk Jung

Tae-Bum Kim

Yinhua Piao

Kyuri Jo

Chang-Hoon Lee

Sangseon Lee

Dohyun Han

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