发明名称 |
METHOD AND SYSTEM OF MULTIVARIATE ANALYSIS ON VOLUME-WISE DATA OF REFERENCE STRUCTURE NORMALIZED IMAGES FOR IMPROVED QUALITY IN POSITRON EMISSION TOMOGRAPHY STUDIES |
摘要 |
A method and system are provided to mask out the background in dynamic PET images, to perform pre-normalization on the masked dynamic PET images, and to apply multivariate image analysis (e.g., principal component analysis PCA) on the masked pre-normalized dynamic PET images in order to improve the quality of the dynamic PET images and the PET study. A masking operation applies PCA to untreated dynamic PEET images before any pre-normalization in order to mask out the background pixels. This masking operation uses the Otsu method. A first normalization method is background noise pre-normalization where pixel values are corrected for background noise. A second normalization method is kinetic pre- normalization where the contrast within an image is improved. Multivariate analysis such as PCA may be applied on the whole volume to find the largest variance in the structure. |
申请公布号 |
WO2007026231(A2) |
申请公布日期 |
2007.03.08 |
申请号 |
WO2006IB02390 |
申请日期 |
2006.08.31 |
申请人 |
GE HEALTHCARE LIMITED;RAZIFAR, PASHA;BERGSTROM, MATS;LANGSTROM, BENGT |
发明人 |
RAZIFAR, PASHA;BERGSTROM, MATS;LANGSTROM, BENGT |
分类号 |
G06T5/00;A61B5/00;G06T11/00 |
主分类号 |
G06T5/00 |
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