Sangmin Seo

Binding affinity prediction for protein–ligand complex using deep attention mechanism based on intermolecular interactions

Sangmin Seo, Jonghwan Choi, Sanghyun Park et al. · BMC Bioinformatics · 2021 · 85 citations · Full text

G2Vec: Distributed gene representations for identification of cancer prognostic genes

Jonghwan Choi, Ilhwan Oh, Sangmin Seo et al. · Scientific Reports · 2018 · 32 citations · Full text

Prediction of GPCR-Ligand Binding Using Machine Learning Algorithms

Sangmin Seo, Jonghwan Choi, Soon Kil Ahn et al. · Computational and Mathematical Methods in Medicine · 2018 · 24 citations · Full text

G-protein Coupled Receptors, Novel Ligand-gpcr Bindings, Signal Transduction +15

Pseq2Sites: Enhancing protein sequence-based ligand binding-site prediction accuracy via the deep convolutional network and attention mechanism

Sangmin Seo, Jonghwan Choi, Seungyeon Choi et al. · Engineering Applications of Artificial Intelligence · 2023 · 14 citations · Full text

COMA: efficient structure-constrained molecular generation using contractive and margin losses

Jonghwan Choi, Sangmin Seo, Sanghyun Park · Journal of Cheminformatics · 2023 · 11 citations · Full text