An empirical assessment of appearance descriptors applied to MRI for automated diagnosis of TLE and MCI

Christoph Hofer,Roland Kwitt,Yvonne Höller,Eugen Trinka,Andreas Uhl

Computers in Biology and Medicine（2020）

引用 1|浏览32

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摘要

•Automated classification of Mild Cognitive Impairment & Temporal Lobe Epilepsy.•Assessment of multiple feature types, their performance and generalizability.•Wavelet features of brain regions yield promising results, invariant to aging effects.•Notably, extratemporal regions bear considerable discriminative information.

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关键词

Mild cognitive impairment,Temporal lobe epilepsy,Local binary patterns,Scale-invariant feature transform,Magnetic resonance imaging,Wavelets

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