Machine Learning Based Classification Using Clinical and DaTSCAN SPECT Imaging Features: A Study on Parkinson’s Disease and SWEDD
IEEE Transactions on Radiation and Plasma Medical Sciences(2019)
Abstract
DatSCAN single-photon emission computed tomography (SPECT) imaging is a reliable method to assess dopaminergic transporter in degenerative Parkinsonism. Scan without evidence of dopaminergic deficit (SWEDD) subjects are clinically diagnosed as Parkinson's disease (PD) patients although the SPECT imaging does not show any negro-striatal abnormality. In this paper, five models of machine learning we...
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Key words
Single photon emission computed tomography,Diseases,Support vector machines,Machine learning,Radio frequency,Biomedical imaging
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