Reliability of an automatic classifier for brain enlarged perivascular spaces burden and comparison with human performance.


In the brain, enlarged perivascular spaces (PVS) relate to cerebral small vessel disease (SVD), poor cognition, inflammation and hypertension. We propose a fully automatic scheme that uses a support vector machine (SVM) to classify the burden of PVS in the basal ganglia (BG) region as low or high. We assess the performance of three different types of… (More)
DOI: 10.1042/CS20170051


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