An automated data extraction and classification pipeline to identify a novel type of neuron within the dorsal striatum based on single-cell patch clamp and confocal imaging data

An automated data extraction and classification pipeline to identify a novel type of neuron within the dorsal striatum based on single-cell patch clamp and confocal imaging data

We employed electrophysiological and fluorescence imaging techniques to describe the characteristics of a novel type of neuron discovered in the mouse dorsal striatum. Transgenic mice that express YFP-tagged channelrhodopsin-2 (ChR2) in neurons driven by the promoter for tyrosine hydroxylase (TH) we...

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Bibliographic Details
Main Authors: Miaomiao Mao, Aditya Nair, George J. Augustine
Format: Article
Language:English
Published: Elsevier 2020-10-01
Series:Data in Brief
Subjects:
Neuron classification
Whole-cell patch clamping
Two-photon imaging
Intrinsic electrical properties
Unsupervised hierarchical clustering
Machine-learning aided classification
Online Access:http://www.sciencedirect.com/science/article/pii/S2352340920310428

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http://www.sciencedirect.com/science/article/pii/S2352340920310428

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