Hojung M. Nam

Gwangju, Republic of Korea

Last Updated: 09/26/2026

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Found 44 publications

KG-SLomics: Synthetic Lethality Prediction Using Knowledge Graph and Cancer Type-Specific Multiomics Integrated Graph Neural Network.

KG-SLomics: Synthetic Lethality Prediction Using Knowledge Graph and Cancer Type-Specific Multiomics Integrated Graph Neural Network.

Journal: IEEE transactions on computational biology and bioinformatics

Published: November 11, 2025

DeepRNA-DTI: a deep learning approach for RNA-compound interaction prediction with binding site interpretability.

DeepRNA-DTI: a deep learning approach for RNA-compound interaction prediction with binding site interpretability.

Journal: Journal of cheminformatics

Published: August 05, 2025

Reinforcement learning with low-rank adaptation for targeted antimicrobial peptide design.

Reinforcement learning with low-rank adaptation for targeted antimicrobial peptide design.

Journal: Briefings in bioinformatics

Published: May 30, 2025

Enhancing multi-task in vivo toxicity prediction via integrated knowledge transfer of chemical knowledge and in vitro toxicity information.

Enhancing multi-task in vivo toxicity prediction via integrated knowledge transfer of chemical knowledge and in vitro toxicity information.

Journal: Journal of cheminformatics

Published: May 21, 2025

A genotype-phenotype transformer to assess and explain polygenic risk.

A genotype-phenotype transformer to assess and explain polygenic risk.

Journal: bioRxiv : the preprint server for biology

Published: April 28, 2025

AI-guided discovery and optimization of antimicrobial peptides through species-aware language model.

AI-guided discovery and optimization of antimicrobial peptides through species-aware language model.

Journal: Briefings in bioinformatics

Published: March 19, 2025

A genotype-to-drug diffusion model for generation of tailored anti-cancer small molecules.

A genotype-to-drug diffusion model for generation of tailored anti-cancer small molecules.

Journal: Nature communications

Published: September 10, 2024

DD-PRiSM: a deep learning framework for decomposition and prediction of synergistic drug combinations.

DD-PRiSM: a deep learning framework for decomposition and prediction of synergistic drug combinations.

Journal: Briefings in bioinformatics

Published: August 08, 2024

CanISO: a database of genomic and transcriptomic variations in domestic dog (Canis lupus familiaris).

CanISO: a database of genomic and transcriptomic variations in domestic dog (Canis lupus familiaris).

Journal: BMC genomics

Published: June 01, 2023

LOGICS: Learning optimal generative distribution for designing de novo chemical structures.

LOGICS: Learning optimal generative distribution for designing de novo chemical structures.

Journal: Journal of cheminformatics

Published: April 06, 2023

GraphATT-DTA: Attention-Based Novel Representation of Interaction to Predict Drug-Target Binding Affinity.

GraphATT-DTA: Attention-Based Novel Representation of Interaction to Predict Drug-Target Binding Affinity.

Journal: Biomedicines

Published: September 30, 2022

AMP-BERT: Prediction of antimicrobial peptide function based on a BERT model.

AMP-BERT: Prediction of antimicrobial peptide function based on a BERT model.

Journal: Protein science : a publication of the Protein Society

Published: July 12, 2022

Showing 1-12 of 44

Last Updated: 09/26/2026