Ontology highlight
ABSTRACT:
SUBMITTER: Shboul ZA
PROVIDER: S-EPMC5719874 | biostudies-literature | 2018
REPOSITORIES: biostudies-literature
Shboul Zeina A ZA Reza Sayed M S SMS Iftekharuddin Khan M KM
VipIMAGE 2017 : proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, 2017. VipIMAGE (Conference) (2017 : Porto, Portugal) 20171013
This paper presents an integrated quantitative MR image analysis framework to include all necessary steps such as MRI inhomogeneity correction, feature extraction, multiclass feature selection and multimodality abnormal brain tissue segmentation respectively. We first obtain mathematical algorithm to compute a novel Generalized multifractional Brownian motion (GmBm) texture feature. We then demonstrate efficacy of multiple multiresolution texture features including regular fractal dimension (FD) ...[more]