Dendritic spine classification using shape and appearance features based on two-photon microscopy.

Muhammad Usman Ghani,Fitsum Mesadi,Sümeyra Demir Kanık,Ali Özgür Argunşah,Anna Felicity Hobbiss,Inbal Israely,Devrim Ünay,Tolga Taşdizen,Müjdat Çetin

Journal of Neuroscience Methods（2017）

引用 29|浏览29

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摘要

Results validate that performance of our proposed approach is comparable to a human expert. It also enable neuroscientists to study shape statistics in the likelihood ratio space.

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关键词

Dendritic spines,Classification,Disjunctive Normal Shape Model,Histogram of oriented gradients,Shape analysis,Kernel density estimation,Microscopy

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