Towards an Unsupervised Spatiotemporal Representation of Cilia Video Using A Modular Generative Pipeline

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Meekail Zain, Sonia Rao, Nathan Safir, Quinn Wyner, Isabella Humphrey, Alex Eldridge, Chenxiao Li, BahaaEddin AlAila, Shannon Quinn

Published: 01 Jan 2020, Last Modified: 31 Jul 2025SciPy 2020EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Motile cilia are a highly conserved organelle found on the exterior of many human cells. Cilia beat in rhythmic patterns to transport substances or generate signaling gradients. Disruption of these patterns is often indicative of diseases known as ciliopathies, whose consequences can include dysfunction of macroscopic structures within the lungs, kidneys, brain, and other organs.