Watshara Shoombuatong

Bangkok, Thailand

Last Updated: 09/26/2026

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Found 121 publications

A hybrid machine learning framework with two-step feature selection for identifying key biomarkers and drug targets in monkeypox.

A hybrid machine learning framework with two-step feature selection for identifying key biomarkers and drug targets in monkeypox.

Journal: Biochemistry and biophysics reports

Published: May 24, 2026

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

Enhancing the efficacy and selectivity of novel antimicrobial peptides against methicillin-resistant Staphylococcus aureus through computational and experimental approaches.

Enhancing the efficacy and selectivity of novel antimicrobial peptides against methicillin-resistant Staphylococcus aureus through computational and experimental approaches.

Journal: Biofouling

Published: January 05, 2026

AttBiLSTM_DE: enhancing anticancer peptide prediction using word embedding and an optimized attention-based BiLSTM framework.

AttBiLSTM_DE: enhancing anticancer peptide prediction using word embedding and an optimized attention-based BiLSTM framework.

Journal: Scientific reports

Published: October 09, 2025

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

GRUATT-AVP: leveraging a novel attention-based gated recurrent unit to advance the accuracy of antiviral peptide prediction.

GRUATT-AVP: leveraging a novel attention-based gated recurrent unit to advance the accuracy of antiviral peptide prediction.

Journal: Scientific reports

Published: August 06, 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

AttBiomarker: unveiling preeclampsia biomarkers and molecular pathways through two-stage gene selection techniques and attention-based CNN with gene regulatory network analysis.

AttBiomarker: unveiling preeclampsia biomarkers and molecular pathways through two-stage gene selection techniques and attention-based CNN with gene regulatory network analysis.

Journal: Briefings in bioinformatics

Published: April 18, 2025

Showing 1-12 of 121

Last Updated: 09/26/2026