DeepD&Cchl: an AI tool for automated 3D single-cell chloroplast detection, counting, and cell type clustering

DeepD&Cchl: an AI tool for automated 3D single-cell chloroplast detection, counting, and cell type clustering

Chloroplast density in cells varies among different types of cells and plants. In current single-cell spatiotemporal analysis, the automatic detection and quantification of chloroplasts at the single-cell level is crucial. We developed DeepD&Cchl (Deep-learning-based Detecting-and-Counting-c...

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Bibliographic Details
Main Authors: Qun Su, Le Liu, Zhengsheng Hu, Tao Wang, Huaying Wang, Qiuqi Guo, Xinyi Liao, Yan Sha, Feng Li, Zhao Dong, Shaokai Yang, Ningjing Liu, Qiong Zhao
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Plant Science
Subjects:
chloroplasts
DeepD&Cchl
deep learning
automatic detection and counting
single cell
cell type clustering
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2025.1513953/full
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https://www.frontiersin.org/articles/10.3389/fpls.2025.1513953/full

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