DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imaging

Calcium imaging is one of the most important tools in neurophysiology as it enables the observation of neuronal activity for hundreds of cells in parallel and at single-cell resolution. In order to use the data gained with calcium imaging, it is necessary to extract individual cells and their activi...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2020-04
Hauptverfasser:	Kirschbaum, Elke, Bailoni, Alberto, Hamprecht, Fred A
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Calcium Correlation analysis Deep learning Image annotation Image segmentation Instance segmentation Machine learning Neurophysiology
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!