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CT Enhancement and 3D Texture Analysis of Pancreatic Neuroendocrine Neoplasms
- Source :
- Scientific Reports, Vol 9, Iss 1, Pp 1-8 (2019), Scientific Reports
- Publication Year :
- 2019
-
Abstract
- To evaluate pancreatic neuroendocrine neoplasms (panNENs) grade prediction by means of qualitative and quantitative CT evaluation, and 3D CT-texture analysis. Patients with histopathologically-proven panNEN, availability of Ki67% values and pre-treatment CT were included. CT images were retrospectively reviewed, and qualitative and quantitative images analysis were done; for quantitative analysis four enhancement-ratios and three permeability-ratios were created. 3D CT-texture imaging analysis was done (Mean Value; Variance; Skewness; Kurtosis; Entropy). Subsequently, these features were compared among the three grading (G) groups. 304 patients affected by panNENs were considered, and 100 patients were included. At qualitative evaluation, frequency of irregular margins was significantly different between tumor G groups. At quantitative evaluation, for all ratios, comparisons resulted statistical significant different between G1 and G3 groups and between G2 and G3 groups. At 3D CT-texture analysis, Kurtosis resulted statistical significant different among three G groups and Entropy resulted statistical significant different between G1 and G3 and between G2 and G3 groups. Quantitative CT evaluation of panNENs can predict tumor grade, discerning G1 from G3 and G2 from G3 tumors. CT-texture analysis can predict panNENs tumor grade, distinguishing G1 from G3 and G2 from G3, and G1 from G2 tumors.
- Subjects :
- Adult
Male
0301 basic medicine
Adolescent
lcsh:Medicine
Article
Young Adult
03 medical and health sciences
Tumor grade
Imaging, Three-Dimensional
0302 clinical medicine
Text mining
Humans
Medicine
lcsh:Science
Aged
Retrospective Studies
pancreatic neuroendocrine neoplasms (panNENs)
Aged, 80 and over
Multidisciplinary
business.industry
lcsh:R
Mean value
imaging
Middle Aged
Imaging analysis
Pancreatic Neoplasms
Radiographic Image Enhancement
Neuroendocrine Tumors
030104 developmental biology
Skewness
Kurtosis
Female
lcsh:Q
Neoplasm Grading
Tomography, X-Ray Computed
business
Nuclear medicine
CT, imaging, pancreatic neuroendocrine neoplasms (panNENs)
030217 neurology & neurosurgery
CT
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Scientific Reports, Vol 9, Iss 1, Pp 1-8 (2019), Scientific Reports
- Accession number :
- edsair.doi.dedup.....a1353e8978ac389b856f5b6e9eab7e13