Universität zu Köln

Galldiks, Norbert, Angenstein, Frank, Werner, Jan-Michael ORCID: 0000-0001-7147-4594, Bauer, Elena K., Gutsche, Robin, Fink, Gereon R. ORCID: 0000-0002-8230-1856, Langen, Karl-Josef and Lohmann, Philipp (2022). Use of advanced neuroimaging and artificial intelligence in meningiomas. Brain Pathol., 32 (2). HOBOKEN: WILEY. ISSN 1750-3639

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Abstract

Anatomical cross-sectional imaging methods such as contrast-enhanced MRI and CT are the standard for the delineation, treatment planning, and follow-up of patients with meningioma. Besides, advanced neuroimaging is increasingly used to non-invasively provide detailed insights into the molecular and metabolic features of meningiomas. These techniques are usually based on MRI, e.g., perfusion-weighted imaging, diffusion-weighted imaging, MR spectroscopy, and positron emission tomography. Furthermore, artificial intelligence methods such as radiomics offer the potential to extract quantitative imaging features from routinely acquired anatomical MRI and CT scans and advanced imaging techniques. This allows the linking of imaging phenotypes to meningioma characteristics, e.g., the molecular-genetic profile. Here, we review several diagnostic applications and future directions of these advanced neuroimaging techniques, including radiomics in preclinical models and patients with meningioma.

Item Type:	Journal Article
Creators:	Creators Email ORCID ORCID Put Code Galldiks, Norbert UNSPECIFIED UNSPECIFIED UNSPECIFIED Angenstein, Frank UNSPECIFIED UNSPECIFIED UNSPECIFIED Werner, Jan-Michael UNSPECIFIED orcid.org/0000-0001-7147-4594 UNSPECIFIED Bauer, Elena K. UNSPECIFIED UNSPECIFIED UNSPECIFIED Gutsche, Robin UNSPECIFIED UNSPECIFIED UNSPECIFIED Fink, Gereon R. UNSPECIFIED orcid.org/0000-0002-8230-1856 UNSPECIFIED Langen, Karl-Josef UNSPECIFIED UNSPECIFIED UNSPECIFIED Lohmann, Philipp UNSPECIFIED UNSPECIFIED UNSPECIFIED
URN:	urn:nbn:de:hbz:38-688048
DOI:	10.1111/bpa.13015
Journal or Publication Title:	Brain Pathol.
Volume:	32
Number:	2
Date:	2022
Publisher:	WILEY
Place of Publication:	HOBOKEN
ISSN:	1750-3639
Language:	English
Faculty:	Unspecified
Divisions:	Unspecified
Subjects:	no entry
Uncontrolled Keywords:	Keywords Language SKULL BASE MENINGIOMAS; TARGET VOLUME DELINEATION; CENTRAL-NERVOUS-SYSTEM; CEREBRAL BLOOD-VOLUME; STEREOTACTIC RADIOTHERAPY; GA-68-DOTATOC PET/CT; INTRACRANIAL MENINGIOMAS; SOMATOSTATIN RECEPTORS; MR SPECTROSCOPY; BRAIN INVASION Multiple languages Clinical Neurology; Neurosciences; Pathology Multiple languages
URI:	http://kups.ub.uni-koeln.de/id/eprint/68804