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Author

Geran Zhao

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Jul 2026

An Integrated Deep Learning and Statistical Framework for Whole-Network Gene-Environment Association with Leaf Vascular Architecture

Application to a real Populus dataset identifies three significant gene--geography interactions associated with leaf vascular architecture, providing new biological insights and establishing a broadly applicable methodological framework for high-dimensional complex image phenotypes.

Geran Zhao, Yangsheng Wang, Xiaotian Dai et al. · 0 citations

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