Optimized Data Preprocessing for Multivariate Analysis Applied to 99mTc-ECD SPECT Data Sets of Alzheimer's Patients and Asymptomatic Controls

Multivariate image analysis has shown potential for classification between Alzheimer's disease (AD) patients and healthy controls with a high-diagnostic performance. As image analysis of positron emission tomography (PET) and single photon emission computed tomography (SPECT) data critically de...

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Veröffentlicht in:	Journal of cerebral blood flow and metabolism 2011-01, Vol.31 (1), p.371-383
Hauptverfasser:	Merhof, Dorit, Markiewicz, Pawel J, Platsch, Günther, Declerck, Jerome, Weih, Markus, Kornhuber, Johannes, Kuwert, Torsten, Matthews, Julian C, Herholz, Karl
Format:	Artikel
Sprache:	eng
Schlagworte:	Aged Aged, 80 and over Algorithms Alzheimer Disease - diagnostic imaging Biological and medical sciences Cysteine - analogs & derivatives Data Interpretation, Statistical Discriminant Analysis Disorders of higher nervous function. Focal brain diseases. Central vestibular syndrome and deafness. Brain stem syndromes Female Humans Image Processing, Computer-Assisted Male Medical sciences Middle Aged Multivariate Analysis Nervous system (semeiology, syndromes) Neurology Organotechnetium Compounds Original Principal Component Analysis Radiopharmaceuticals Reproducibility of Results Tomography, Emission-Computed, Single-Photon - methods Tomography, Emission-Computed, Single-Photon - statistics & numerical data Vascular diseases and vascular malformations of the nervous system
Online-Zugang:	Volltext
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