A deep learning-based tool for the automated detection and analysis of caveolae in transmission electron microscopy images

A deep learning-based tool for the automated detection and analysis of caveolae in transmission electron microscopy images

Caveolae are nanoscopic and mechanosensitive invaginations of the plasma membrane, essential for adipocyte biology. Transmission electron microscopy (TEM) offers the highest resolution for caveolae visualization, but provides complicated images that are difficult to classify or segment using traditi...

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Bibliographic Details
Main Authors: María C.M. Aboy-Pardal, Daniel Jimenez-Carretero, Sara Terrés-Domínguez, Dácil M. Pavón, Laura Sotodosos-Alonso, Víctor Jiménez-Jiménez, Fátima Sánchez-Cabo, Miguel A. Del Pozo
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Caveolae
TEM
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037022005566

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