Title
Fast Interactive Quantification Of Synapses In The Cerebral Cortex
Abstract
Synapses are key elements in the organization of neuronal circuits. To analyse these structures, it is now possible to obtain serial images from large samples of nervous tissue in an automated manner through combined focused ion beam milling and scanning electron microscopy. However, the identification, 3D reconstruction and quantification of synapses within these samples are labor intensive procedures that require continuous user intervention. We have developed a software tool to achieve the segmentation of synapses in a reconstructed 3D volume of the cerebralcortex, thereby greatly facilitating and accelerating these processes. The tool is interactive, allowing the user to supervise the segmentation process, to modify the appropriate parameters and to validate the results. Some experimental results obtained with our tool in the rat cerebral cortex are also presented.
Year
DOI
Venue
2011
10.1142/S0218213011000139
INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS
Keywords
Field
DocType
Synapses quantification, interactive tools
Software tool,Synapse,Pattern recognition,Segmentation,Computer science,Artificial intelligence,Focused ion beam,Cerebral cortex,3D reconstruction
Journal
Volume
Issue
ISSN
20
2
0218-2130
Citations 
PageRank 
References 
0
0.34
3
Authors
6