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EpiReasoner: An Integrated Artificial Intelligence Framework for Phenotype-to-Genotype Reasoning in Plant Epidermal Development

2026-05-18

Abstract excerpt

Achieving high-throughput and precise phenotypic quantification and imaging modalities of stomatal and epidermal cells across diverse species remains a primary bottleneck in elucidating the mechanisms of stomatal dynamics, epidermal patterning, and environmental adaptation of plants. Here, we developed EpiReasoner, an artificial intelligence framework comprising a vision module, EpiVision, and a knowledge-based re...

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Literature Corpus work
9e3f6ced-e0b9-53bf-aef5-a411614aee21
DOI
10.64898/2026.05.13.724792
Open publication

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EpiReasoner: An Integrated Artificial Intelligence Framework for Phenotype-to-Genotype Reasoning in Plant Epidermal DevelopmentDOI 10.64898/2026.05.13.724792
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