Author

Yangyang Wang

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#graph neural networks Open access Oct 2026

Integrating multi-omics with machine learning: from genomic variant functional annotation to pharmacogenomics and biomarker discovery

Integrating heterogeneous multi-omics data with machine learning (ML) provides a powerful framework for interpreting genomic variants and advancing pharmacogenomic research in precision medicine. High-throughput technologies have generated vast datasets spanning genomics, transcriptomics, epigenomics, and proteomics, y...

Jing Lv, Jinjin Guo, Yangyang Wang et al. · Frontiers in Pharmacology · 0 citations

#diffusion models Review Open access Sep 2026

Artificial intelligence-driven drug discovery: a deep learning paradigm shift in pharmaceutical research and development

To bridge the gap between in silico predictions, chemical synthesis, and biological reality, emerging solutions such as federated learning, causality-aware Explainable AI, closed-loop autonomous laboratories, and efficiency-oriented algorithmic strategies are explored.

Xue-Yuan Bi, Yang-Yang Wang, Ji-Han Wang et al. · Frontiers in Pharmacology · 0 citations