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Updated: Dec 9, 2025

Visualizing Yeast Organelles with Fluorescent Protein Markers
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通过时间对称的深度学习方法增强酵母细胞跟踪

Gergely Szabó1, Paolo Bonaiuti2, Andrea Ciliberto3,2

  • 1ITK, PPCU, Práter st. 50/A, Budapest, 1083, Hungary. szabo.gergely@itk.ppke.hu.

NPJ systems biology and applications
|March 14, 2025
PubMed
概括

这项研究引入了一种新的深度学习细胞跟踪方法,该方法分析时空社区,而不仅仅是连续的. 这种方法提高了活细胞跟踪的准确性,并有效地处理复杂的视频数据.

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Yeasts are single-celled organisms, but unlike bacteria, they are eukaryotes (cells with a nucleus). Cell signaling in yeast is similar to signaling in other eukaryotic cells. A ligand, such as a protein or a small molecule released from a yeast cell, attaches to a receptor on the cell surface. The binding stimulates second-messenger kinases to activate or inactivate transcription factors that further regulate gene expression. Many of the yeast intracellular signaling cascades have similar...
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