Work

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

Year: 2025

Type: software

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.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.17852966

Authors: Atayeter, Ece, Ho, Jason, Blottin, Talon G., Joe, Ilyena B., Sistrunk, Ron, Zhang, Bo, Solnica-Krezel, Lilianna, Gerstlauer, Andreas, Wallingford, John B., Gray, Ryan S.

Institutions: The University of Texas at Austin, Washington University in St. Louis

Language: English

Topic: Genetic and Kidney Cyst Diseases

Subfield: Genetics

Field: Biochemistry, Genetics and Molecular Biology

Domain: Life Sciences

Open Access status: green

OpenAlex ID: W7111130614

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