Cilia.io: Computer vision and machine learning reveal spatial patterns of cilia beating dynamics in the spinal cord

This repository contains all the code used for Cilia.io presented in the manuscript. The archive includes YOLO fine-tuning scripts, model training code, the Cilia.io pipeline, and statistical analysis code. The version archived here corresponds exactly to the code used at the time of submission.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-08
DOI
https://doi.org/10.5281/zenodo.17852966
Primary Topic
Genetic and Kidney Cyst Diseases
Type
article
Field-Weighted Citation Impact
0.00
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article

Cilia.io: Computer vision and machine learning reveal spatial patterns of cilia beating dynamics in the spinal cord

Zenodo (CERN European Organization for Nuclear Research)
Genetic and Kidney Cyst Diseases
article

Cilia.io: Computer vision and machine learning reveal spatial patterns of cilia beating dynamics in the spinal cord

article en

Abstract

This repository contains all the code used for Cilia.io presented in the manuscript. The archive includes YOLO fine-tuning scripts, model training code, the Cilia.io pipeline, and statistical analysis code. The version archived here corresponds exactly to the code used at the time of submission.

Zenodo (CERN European Organization for Nuclear Research)
Washington University in St. Louis (US), The University of Texas at Austin (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 29%
Genetic and Kidney Cyst Diseases
DOIOpen Access PDFOpenAlex
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Cilia.io: Computer vision and machine learning reveal spatial patterns of cilia beating dynamics in the spinal cord · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS