Journal article
Texture Analysis in Cerebral Gliomas: A Review of the Literature
American journal of neuroradiology : AJNR, Vol.40(6), pp.928-934
06/01/2019
DOI: 10.3174/ajnr.A6075
PMCID: PMC7028605
PMID: 31122918
Abstract
Texture analysis is a continuously evolving, noninvasive radiomics technique to quantify macroscopic tissue heterogeneity indirectly linked to microscopic tissue heterogeneity beyond human visual perception. In recent years, systemic oncologic applications of texture analysis have been increasingly explored. Here we discuss the basic concepts and methodologies of texture analysis, along with a review of various MR imaging texture analysis applications in glioma imaging. We also discuss MR imaging texture analysis limitations and the technical challenges that impede its widespread clinical implementation. With continued advancement in computational processing, MR imaging texture analysis could potentially develop into a valuable clinical tool in routine oncologic imaging.
Details
- Title: Subtitle
- Texture Analysis in Cerebral Gliomas: A Review of the Literature
- Creators
- N. Soni - University of IowaS. Priya - University of Iowa Hospitals and ClinicsG. Bathla - University of Iowa
- Resource Type
- Journal article
- Publication Details
- American journal of neuroradiology : AJNR, Vol.40(6), pp.928-934
- DOI
- 10.3174/ajnr.A6075
- PMID
- 31122918
- PMCID
- PMC7028605
- NLM abbreviation
- AJNR Am J Neuroradiol
- ISSN
- 0195-6108
- eISSN
- 1936-959X
- Publisher
- Amer Soc Neuroradiology
- Number of pages
- 7
- Language
- English
- Date published
- 06/01/2019
- Academic Unit
- Radiology
- Record Identifier
- 9984318788002771
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