Verification of predicted robustness and accuracy of multivariate analysis

• Published in: NeuroImage (Orlando, Fla.) Vol. 56; no. 3; pp. 1382 - 1385
• Main Authors: Markiewicz, P.J., Matthews, J.C., Declerck, J., Herholz, K.
• Format: Journal Article
• Language: English
• Published: United States Elsevier Inc 01.06.2011; Elsevier Limited
• Subjects: Accuracy; Aged; Alzheimer Disease - diagnostic imaging; Alzheimer's disease; Bootstrap; Databases, Factual; Discriminant Analysis; Female; Fluorodeoxyglucose F18; Humans; Image Processing, Computer-Assisted - methods; Male; Medical imaging; Methods; Multivariate Analysis; Multivariate image analysis; PET; Pharmaceutical industry; Positron-Emission Tomography - methods; Principal Component Analysis; Radiopharmaceuticals; Reproducibility of Results; Resampling; Robustness; Sample size; Scanners; Statistical analysis; Studies; Bootstrap; Robustness; Resampling; Alzheimer's disease; PET; Multivariate image analysis

The assessment of accuracy and robustness of multivariate analysis of FDG-PET brain images as presented in [Markiewicz, P.J., Matthews, J.C., Declerck, J., Herholz, K., 2009. Robustness of multivariate image analysis assessed by resampling techniques and applied to FDG-PET scans of patients with Alz...