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Author

Hai-Long Zhang

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Review Open access Oct 2026

From Mechanistic Models to AI Synergy: A Roadmap for Predictive and Personalized Biology

Simple Summary Biology currently runs on two modeling traditions. Mechanistic models write down the processes a biologist believes are at work, so their variables and parameters carry meaning, but they are slow to build and hard to fit to the volume of data that modern experiments produce. Deep learning finds patterns...

Le-Tong Huang, Hong-Qin Sun, Yi Huang et al. · 0 citations
Review Open access Sep 2026

Non-Coding RNAs in Oral Diseases: From Pathogenesis to Clinical Translation

Oral diseases represent a major global health burden, and non-coding RNAs (ncRNAs) have emerged as pivotal regulators in their pathogenesis, offering new avenues for diagnosis and therapy. This review synthesizes current knowledge on ncRNAs—including miRNAs, lncRNAs, and circRNAs—across a spectrum of oral conditions, e...

Le-Tong Huang, Hai-Long Zhang, Yi Huang et al. · 0 citations

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