A hybrid 1DCNN-GRU deep learning framework for classifying caprine granulosa cell fertility potential using single-cell transcriptomics

Background and Aim: Granulosa cells (GCs) are crucial mediators of follicular development and oocyte competence in goats, with their gene expression profiles serving as potential biomarkers of fertility. However, the lack of a standardized, quantifiable method to assess GC quality using transcriptom...

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Bibliographic Details
Main Authors: Thanida Sananmuang, Denis Puthier, Kaj Chokeshaiusaha
Format: Article
Language:English
Published: Veterinary World 2025-07-01
Series:Veterinary World
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Online Access:https://www.veterinaryworld.org/Vol.18/July-2025/13.pdf
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