A Deep Learning-Based Workflow for Dendritic Spine Segmentation

• Päätekijät: Isabel Vidaurre-Gallart (Tekijä), Isabel Fernaud-Espinosa (Tekijä), Nicusor Cosmin-Toader (Tekijä), Lidia Talavera-Martínez (Tekijä), Miguel Martin-Abadal (Tekijä), Ruth Benavides-Piccione (Tekijä), Yolanda Gonzalez-Cid (Tekijä), Luis Pastor (Tekijä), Javier DeFelipe (Tekijä), Marcos García-Lorenzo (Tekijä)
• Aineistotyyppi: Kirja
• Julkaistu: Frontiers Media S.A., 2022-03-01T00:00:00Z.
• Aiheet: article
• Linkit: Connect to this object online.

The morphological analysis of dendritic spines is an important challenge for the neuroscientific community. Most state-of-the-art techniques rely on user-supervised algorithms to segment the spine surface, especially those designed for light microscopy images. Therefore, processing large dendritic b...