Author

Q. Kha

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Open access Oct 2026

GNPS-assisted identification of bioactive constituents from Scoparia dulcis and their anti-inflammatory mechanisms via network pharmacology and experimental validation

Scoparia dulcis L. (SD) is an edible medicinal herb traditionally consumed as a cooling beverage in tropical Asia for the management of metabolic and inflammatory disorders; however, its dietary bioactive constituents and anti-inflammatory mechanisms have not yet been fully elucidated. In the present study, the metabol...

Ngoc-Thac Pham, T. Nguyen, Duyen Thi My Ngo et al. · RSC Advances · 0 citations

Preprint Aug 2026

Modern Backbones Improve Multi-task DETR for Mammography Classification and Lesion Localization

Joint exam-level prediction and candidate-region localization may improve the usefulness of AI support in mammography. We study this setting using a multi-task DETR framework, where shared representations support both image-level malignancy prediction and lesion localization, and evaluate its performance on OPTIMAM and...

D. Nguyen, Q. Kha, L. Nguyen et al. · 0 citations

Open access Jul 2026

Robust Prediction of Drug Interactions using Chemical Descriptors.

T-DDI pairs confidence-stratified predictions with LIME-based feature-level explanations and a web application for screening, supporting more reliable drug safety monitoring, and outperforming all evaluated baselines within the architectures and datasets considered here.

Q. Kha, Duc-Quang-Anh Nguyen, Phi Pham Van Hoang et al. · npj Digital Medicine · 0 citations