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Nguyen Doan Hieu Nguyen

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An h-index of 4 places this researcher in Information Technology, within the top 25% of 2,378 profiles in this field in our directory.

Featured publications

HyPepTox-Fuse: An interpretable hybrid framework for accurate peptide toxicity prediction fusing protein language model-based embeddings with conventional descriptors9 citations
Journal of Pharmaceutical Analysis · 2025 · DOI
xBitterT5: an explainable transformer-based framework with multimodal inputs for identifying bitter-taste peptides8 citations
Journal of Cheminformatics · 2025 · DOI
SwinTExCo: Exemplar-based video colorization using Swin Transformer7 citations
Expert Systems with Applications · 2024 · DOI
XMolCap: Advancing Molecular Captioning Through Multimodal Fusion and Explainable Graph Neural Networks5 citations
IEEE Journal of Biomedical and Health Informatics · 2025 · DOI
Mulaqua: An interpretable multimodal deep learning framework for identifying PMT/vPvM substances in drinking water3 citations
Journal of Hazardous Materials · 2025 · DOI
An Investigation of Barriers to Adopt Green Innovation Among Manufacturing Organizations in Vietnam1 citations
KnE Social Sciences · 2023 · DOI
Vitexco: Exemplar-based Video Colorization using Vision Transformer1 citations
· 2023 · DOI
GinDB-AI: An integrated ginsenoside database and AI-driven platform for multidimensional information and biological activity prediction
Journal of Ginseng Research · 2026 · DOI
Federated Semi-Supervised FixMatch: Enhancing CutMix for Medical Image Segmentation
· 2025 · DOI
ChemAligner-T5: A Unified Text-to-Molecule Model via Representation Alignment
Communications in computer and information science · 2026 · DOI

About the field of Information Technology

Common research topics in this field:

Topic ModelingNatural Language Processing TechniquesAdvanced Neural Network ApplicationsNetwork Security and Intrusion DetectionMultimodal Machine Learning ApplicationsAdvanced Image and Video Retrieval Techniques

Institutions with the most researchers in this field:

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The publication list above is compiled from the open academic database OpenAlex (CC0 licence). Compare with the source record on OpenAlex ↗

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Nguyen Doan Hieu NguyenFPT University
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