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Author

K. Nguyen

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Open access Jul 2026

An interpretable omnigenic neural network architecture for the human genome

Genetic prediction of complex phenotypes typically relies on additive linear models, which scale well but cannot capture non-additive effects or deeply integrate molecular and clinical data. Domain-specific neural networks have driven advances in images, text, and other modalities, but genome-scale neural networks rema...

J. Upmeier zu Belzen, L. Arnoldt, N. Hollmann 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. · 0 citations

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