Article

Automated extraction of primary cilia-based biomarkers reveals ageing of cells

2026-04-16

Abstract excerpt

We present an automated image-analysis methodology for quantitative assessment of primary cilia in cultured human primary fibroblasts. The proposed approach implements a modular processing pipeline combining deep-learning based nuclear segmentation with intensity-driven segmentation of the ciliary axoneme and basal body. These partial segmentations are integrated using a distance-based association strategy, enabli...

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Literature Corpus work: eb15f022-0975-56b4-80ed-f379c5eaf572
DOI: 10.64898/2026.04.14.718373

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