Hilal Tayara

Jeonju, Republic of Korea

Last Updated: 09/26/2026

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Found 98 publications

A Unified Molecular Graph and Protein Language Model Framework for Predicting Human Drug-Hormone Receptor Interactions with Structure-Aware Validation.

A Unified Molecular Graph and Protein Language Model Framework for Predicting Human Drug-Hormone Receptor Interactions with Structure-Aware Validation.

Journal: Journal of chemical information and modeling

Published: July 05, 2026

Unveiling Viral Escape Mechanisms With Machine Learning: A Transformative Approach to Mutation Analysis for SARS-CoV-2 and Beyond.

Unveiling Viral Escape Mechanisms With Machine Learning: A Transformative Approach to Mutation Analysis for SARS-CoV-2 and Beyond.

Journal: IEEE transactions on computational biology and bioinformatics

Published: May 20, 2026

PeptideNet: An Integrative Deep Learning Framework for Predicting Diverse Bioactive Peptides Using Protein Language Model Embeddings.

PeptideNet: An Integrative Deep Learning Framework for Predicting Diverse Bioactive Peptides Using Protein Language Model Embeddings.

Journal: Journal of chemical information and modeling

Published: February 24, 2026

Ferroptosis-related mechanisms in prion diseases provide insights into neurodegeneration and reveal therapeutic implications.

Ferroptosis-related mechanisms in prion diseases provide insights into neurodegeneration and reveal therapeutic implications.

Journal: Redox biology

Published: January 11, 2026

AI and experimental convergence: a synergistic pathway to JAK2 inhibitor discovery.

AI and experimental convergence: a synergistic pathway to JAK2 inhibitor discovery.

Journal: Acta pharmacologica Sinica

Published: July 15, 2025

Integrating Graph Convolution and Attention Mechanism for Kinase Inhibition Prediction.

Integrating Graph Convolution and Attention Mechanism for Kinase Inhibition Prediction.

Journal: Molecules (Basel, Switzerland)

Published: June 06, 2025

A multimodule graph-based neural network for accurate drug-target interaction prediction via genomic, proteomic, and structural data fusion.

A multimodule graph-based neural network for accurate drug-target interaction prediction via genomic, proteomic, and structural data fusion.

Journal: International journal of biological macromolecules

Published: May 27, 2025

Harnessing the Therapeutic Potential of Pomegranate Peel-Derived Bioactive Compounds in Pancreatic Cancer: A Computational Approach.

Harnessing the Therapeutic Potential of Pomegranate Peel-Derived Bioactive Compounds in Pancreatic Cancer: A Computational Approach.

Journal: Pharmaceuticals (Basel, Switzerland)

Published: May 13, 2025

TFProtBert: Detection of Transcription Factors Binding to Methylated DNA Using ProtBert Latent Space Representation.

TFProtBert: Detection of Transcription Factors Binding to Methylated DNA Using ProtBert Latent Space Representation.

Journal: International journal of molecular sciences

Published: March 25, 2025

Exploring Ginseng Bioactive Compound's Role in Hypertension Remedy: An In Silico Approach.

Exploring Ginseng Bioactive Compound's Role in Hypertension Remedy: An In Silico Approach.

Journal: Pharmaceuticals (Basel, Switzerland)

Published: March 19, 2025

Enhancing DILI toxicity prediction through integrated graph attention (GATNN) and dense neural networks (DNN).

Enhancing DILI toxicity prediction through integrated graph attention (GATNN) and dense neural networks (DNN).

Journal: Toxicology

Published: December 18, 2024

NanoBinder: a machine learning assisted nanobody binding prediction tool using Rosetta energy scores.

NanoBinder: a machine learning assisted nanobody binding prediction tool using Rosetta energy scores.

Journal: Journal of cheminformatics

Published: December 02, 2024

Showing 1-12 of 98

Last Updated: 09/26/2026