Nalini Schaduangrat

Bangkok, Thailand

Last Updated: 09/26/2026

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Found 65 publications

Interpretable QSAR modelling for PPAR-γ agonist prediction by integrating a stacking strategy, docking, and MD simulations.

Interpretable QSAR modelling for PPAR-γ agonist prediction by integrating a stacking strategy, docking, and MD simulations.

Journal: Molecular diversity
Published: April 01, 2026

MIF-MAPMS: Enhancing identification of myelin autoantigenic peptides in multiple sclerosis through multimodal information fusion.

MIF-MAPMS: Enhancing identification of myelin autoantigenic peptides in multiple sclerosis through multimodal information fusion.

Journal: Protein science : a publication of the Protein Society
Published: March 30, 2026

NToxSEM: Enhancing prediction of neurotoxic peptides and neurotoxins using a stacked ensemble-based multimodal framework.

NToxSEM: Enhancing prediction of neurotoxic peptides and neurotoxins using a stacked ensemble-based multimodal framework.

Journal: Protein science : a publication of the Protein Society
Published: March 05, 2026

Explainable AI-driven prediction of influenza neuraminidase inhibitors using a stacked ensemble-learning framework.

Explainable AI-driven prediction of influenza neuraminidase inhibitors using a stacked ensemble-learning framework.

Journal: Computers in biology and medicine
Published: September 03, 2025

DeepHDAC3i: Leveraging an Interpretable Deep Learning-Based Framework for the Accelerated Discovery of HDAC3 Inhibitors.

DeepHDAC3i: Leveraging an Interpretable Deep Learning-Based Framework for the Accelerated Discovery of HDAC3 Inhibitors.

Journal: IEEE transactions on computational biology and bioinformatics
Published: August 29, 2025

iMRSA-Fuse: A Fast and Accurate Computational Approach for Predicting Anti-MRSA Peptides by Fusing Multi-View Information.

iMRSA-Fuse: A Fast and Accurate Computational Approach for Predicting Anti-MRSA Peptides by Fusing Multi-View Information.

Journal: IEEE transactions on computational biology and bioinformatics
Published: August 14, 2025

Accurate identification of broadly neutralizing antibodies against dengue virus based on deep stacking strategy with multi-perspective features.

Accurate identification of broadly neutralizing antibodies against dengue virus based on deep stacking strategy with multi-perspective features.

Journal: Scientific reports
Published: May 10, 2025

Advancing the accuracy of clathrin protein prediction through multi-source protein language models.

Advancing the accuracy of clathrin protein prediction through multi-source protein language models.

Journal: Scientific reports
Published: February 18, 2025

BLSAM-TIP: Improved and robust identification of tyrosinase inhibitory peptides by integrating bidirectional LSTM with self-attention mechanism.

BLSAM-TIP: Improved and robust identification of tyrosinase inhibitory peptides by integrating bidirectional LSTM with self-attention mechanism.

Journal: PloS one
Published: January 15, 2025

M3S-GRPred: a novel ensemble learning approach for the interpretable prediction of glucocorticoid receptor antagonists using a multi-step stacking strategy.

M3S-GRPred: a novel ensemble learning approach for the interpretable prediction of glucocorticoid receptor antagonists using a multi-step stacking strategy.

Journal: BMC bioinformatics
Published: January 10, 2025

BGATT-GR: accurate identification of glucocorticoid receptor antagonists based on data augmentation combined with BiGRU-attention.

BGATT-GR: accurate identification of glucocorticoid receptor antagonists based on data augmentation combined with BiGRU-attention.

Journal: Scientific reports
Published: January 10, 2025

A comprehensive review and evaluation of machine learning-based approaches for identifying tumor T cell antigens.

A comprehensive review and evaluation of machine learning-based approaches for identifying tumor T cell antigens.

Journal: Computational biology and chemistry
Published: October 24, 2024
Showing 1-12 of 65

Last Updated: 09/26/2026