Hiroyuki Kurata

17PUBLICATIONS
17CO-AUTHORS
Deep learningBioinformatic methods developmentFree radical chemistryToxicology (incl. clinical toxicology)Cheminformatics and quantitative structure-activity relationships
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Publications (17)

|Sep 15, 2026
GDA-Pred: Generative AI-Driven Data Augmentation for Improved Prediction of IL-6 and IL-13-Inducing Peptides.

|Aug 22, 2024
PredIL13: Stacking a variety of machine and deep learning methods with ESM-2 language model for identifying IL13-inducing peptides.

Hiroyuki Kurata, Md Harun-Or-Roshid, Sho Tsukiyama

|Jun 26, 2024
Meta-2OM: A multi-classifier meta-model for the accurate prediction of RNA 2'-O-methylation sites in human RNA.

Md Harun-Or-Roshid, Nhat Truong Pham, Balachandran Manavalan

|Dec 22, 2023
Elucidating Key Characteristics of PFAS Binding to Human Peroxisome Proliferator-Activated Receptor Alpha: An Explainable Machine Learning Approach.

Kazuhiro Maeda, Masashi Hirano, Taka Hayashi

|Apr 28, 2023
Automatic Generation of SBML Kinetic Models from Natural Language Texts Using GPT.

Kazuhiro Maeda, Hiroyuki Kurata

|Oct 24, 2022
ICAN: Interpretable cross-attention network for identifying drug and target protein interactions.

Hiroyuki Kurata, Sho Tsukiyama

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Frequent Collaborators

4 joint publications

Kazuhiro Maeda

3 joint publications

Md Harun-Or-Roshid

2 joint publications

Yuto Ariji

2 joint publications

Watshara Shoombuatong