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Root segmentation beyond species boundaries:A generalizable framework for anatomical analysis

Yifei Qian Yong En Kok George Janes Princia Nakombo-Gbassault Brian Atkinson Jonathan Atkinson Molly Hanlon Darren M.Wells Michael P.Pound

植物表型组学（英文）2026，Vol.8Issue(1)：32-41,10.

植物表型组学（英文）2026，Vol.8Issue(1)：32-41,10.DOI:10.1016/j.plaphe.2025.100146

Root segmentation beyond species boundaries:A generalizable framework for anatomical analysis

Yifei Qian ¹Yong En Kok ¹George Janes ²Princia Nakombo-Gbassault ³Brian Atkinson ²Jonathan Atkinson ²Molly Hanlon ⁴Darren M.Wells ²Michael P.Pound¹

作者信息

1. School of Computer Science,University of Nottingham,United Kingdom
2. Centre for Plant Integrative Biology,School of Biosciences,University of Nottingham,United Kingdom
3. DIADE,Université de Montpellier,IRD,CIRAD,Montpellier,France||JEAI AgrobiodiveRCA,Université de Bangui,Bangui,the Central African Republic
4. Donald Danforth Plant Science Center,United States of America
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摘要

关键词

Deep learning/Low-cost/Root anatomical segmentation/Multi-modalities/Limited data

Key words

Deep learning/Low-cost/Root anatomical segmentation/Multi-modalities/Limited data

引用本文复制引用

Yifei Qian,Yong En Kok,George Janes,Princia Nakombo-Gbassault,Brian Atkinson,Jonathan Atkinson,Molly Hanlon,Darren M.Wells,Michael P.Pound..Root segmentation beyond species boundaries:A generalizable framework for anatomical analysis[J].植物表型组学（英文）,2026,8(1):32-41,10.

基金项目

This work was supported by the Biotechnology and Biological Sci-ences Research Council(grant number BB/Y513908/1),the Agence National de la Recherche(SorDrought grant ANR-23-CE20-0052,and the New Roots for Restoration Biology Integration Institute(NSF 2120153). （grant number BB/Y513908/1）

植物表型组学（英文）

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