A Deep Learning-Based Workflow for Dendritic Spine Segmentation

• Main Authors: Isabel Vidaurre-Gallart (Author), Isabel Fernaud-Espinosa (Author), Nicusor Cosmin-Toader (Author), Lidia Talavera-Martínez (Author), Miguel Martin-Abadal (Author), Ruth Benavides-Piccione (Author), Yolanda Gonzalez-Cid (Author), Luis Pastor (Author), Javier DeFelipe (Author), Marcos García-Lorenzo (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-03-01T00:00:00Z.
• Subjects: article
• Online Access: 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...