2026Journal article
Dual-Attention Multimodal Framework for Molecular Property Prediction
Journal of Chemical Information and Modeling · 2026 · 66(16) · 9787–9802
Publications
Browse the publication library by year, research topic or title. Original titles and citation details are retained in English.
32 publications · 2016–2026
26 journal articles · 5 conference papers · 1 book chapter
Showing 32 publications
2026Journal article
Evaluating the outputs of ARAE-based molecular generative model for synthetic accessibility and BTK inhibition
Bioorganic & Medicinal Chemistry · 2026 · 143 · 118785
2026Journal article
MEHC-Curation: A Python Framework for High-Quality Molecular Dataset Curation
Journal of Chemical Information and Modeling · 2026 · 66(5) · 2451–2457
2025Conference paper
iACP-KAN: Identifying Anticancer Peptides using Kolmogorov-Arnold Network
2025 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) · 2025 · 1–7
2025Journal article
Masked Graph Transformer for Blood-Brain Barrier Permeability Prediction
Journal of Molecular Biology · 2025 · 437(6) · 168983
2024Conference paper
An effective ensemble deep learning framework for blood-brain barrier permeability prediction
2024 IEEE Conference on Artificial Intelligence · 2024 · 164–169
2024Journal article
An efficient hybrid deep learning architecture for predicting short antimicrobial peptides
Proteomics · 2024 · 24(14) · 2300382
2024Conference paper
i6mA-CNN: A Web-based System to Identify DNA N 6-Methyladenine Sites in Mouse Genomes
2024 IEEE International Symposium on Circuits and Systems · 2024 · 1–5
2024Conference paper
Identifying Nephrotoxicity of Small Molecules Using Machine Learning
TENCON 2024-2024 IEEE Region 10 Conference · 2024 · 482–485
2024Journal article
2024Journal article
Molecular representations in bio-cheminformatics
Memetic Computing · 2024 · 16(3) · 519–536
2024Journal article
Multitask Learning on Graph Convolutional Residual Neural Networks for Screening of Multitarget Anticancer Compounds
Journal of Chemical Information and Modeling · 2024 · 64(18) · 6957–6968
2024Journal article
Predicting cardiotoxicity of molecules using attention-based graph neural networks
Journal of Chemical Information and Modeling · 2024 · 64(6) · 1816–1827
2024Journal article
ResGAT: Residual Graph Attention Networks for molecular property prediction
Memetic Computing · 2024 · 16(3) · 491–503
2023Journal article
eMIC-AntiKP: estimating minimum inhibitory concentrations of antibiotics towards Klebsiella pneumoniae using deep learning
Computational and Structural Biotechnology Journal · 2023 · 21 · 751–757
2023Journal article
i4mC-GRU: Identifying DNA N4-Methylcytosine sites in mouse genomes using bidirectional gated recurrent unit and sequence-embedded features
Computational and Structural Biotechnology Journal · 2023 · 21 · 3045–3053
2023Journal article
iNSP-GCAAP: Identifying nonclassical secreted proteins using global composition of amino acid properties
Proteomics · 2023 · 23(1) · 2100134
2023Book / chapter
iR1mA-LSTM: Identifying N 1-Methyladenosine Sites in Human Transcriptomes Using Attention-Based Bidirectional Long Short-Term Memory
Deep Learning and Other Soft Computing Techniques: Biomedical and Related Applications · 2023 · 53–63
2023Conference paper
iR6mA-RNN: identifying N6-methyladenosine sites in eukaryotic transcriptomes using recurrent neural networks and sequence-embedded features
2023 IEEE Statistical Signal Processing Workshop · 2023 · 374–377
2022Journal article
Application of machine learning in screening for congenital heart diseases using fetal echocardiography
The International Journal of Cardiovascular Imaging · 2022 · 38(5) · 1007–1015
2022Journal article
iANP-EC: identifying anticancer natural products using ensemble learning incorporated with evolutionary computation
Journal of Chemical Information and Modeling · 2022 · 62(21) · 5080–5089
2022Journal article
iPromoter-Seqvec: identifying promoters using bidirectional long short-term memory and sequence-embedded features
BMC Genomics · 2022 · 23(Suppl 5) · 681
2021Journal article
iCYP-MFE: Identifying human cytochrome P450 inhibitors using multitask learning and molecular fingerprint-embedded encoding
Journal of Chemical Information and Modeling · 2021 · 62(21) · 5059–5068
2021Journal article
Predicting antimalarial activity in natural products using pretrained bidirectional encoder representations from transformers
Journal of Chemical Information and Modeling · 2021 · 62(21) · 5050–5058
2020Journal article
Predicting drug-induced liver injury using convolutional neural network and molecular fingerprint-embedded features
ACS Omega · 2020 · 5(39) · 25432–25439
2019Journal article
iEnhancer-ECNN: identifying enhancers and their strength using ensembles of convolutional neural networks
BMC Genomics · 2019 · 20(Suppl 9) · 951
2019Journal article
iProDNA-CapsNet: identifying protein-DNA binding residues using capsule neural networks
BMC Bioinformatics · 2019 · 20(Suppl 23) · 634
2019Journal article
iPseU-NCP: Identifying RNA pseudouridine sites using random forest and NCP-encoded features
BMC Genomics · 2019 · 20(Suppl 10) · 971
2019Journal article
Plant metabolite databases: from herbal medicines to modern drug discovery
Journal of Chemical Information and Modeling · 2019 · 60(3) · 1101–1110
2018Journal article
VIETHERB: a database for Vietnamese herbal species
Journal of Chemical Information and Modeling · 2018 · 59(1) · 1–9
2017Journal article
In vivo study on ethanolic extract of allium cepa on mice to evaluate the anti-hyperglycemic activity
Vietnam Journal of Science and Technology · 2017 · 55(6A) · 112–119
2016Journal article
An in silico study on antidiabetic activity of bioactive compounds in Euphorbia thymifolia Linn.
SpringerPlus · 2016 · 5(1) · 1359
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