Automatically computed rating scales from MRI for patients with cognitive disorders

Objectives The aims of this study were to examine whether visual MRI rating scales used in diagnostics of cognitive disorders can be estimated computationally and to compare the visual rating scales with their computed counterparts in differential diagnostics. Methods A set of volumetry and voxel-ba...

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Veröffentlicht in:	European radiology 2019-09, Vol.29 (9), p.4937-4947
Hauptverfasser:	Koikkalainen, Juha R., Rhodius-Meester, Hanneke F. M., Frederiksen, Kristian S., Bruun, Marie, Hasselbalch, Steen G., Baroni, Marta, Mecocci, Patrizia, Vanninen, Ritva, Remes, Anne, Soininen, Hilkka, van Gils, Mark, van der Flier, Wiesje M., Scheltens, Philip, Barkhof, Frederik, Erkinjuntti, Timo, Lötjönen, Jyrki M. P.
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Aged Alzheimer Disease - diagnostic imaging Atrophy Biomarkers Cerebral Cortex - diagnostic imaging Cerebral Cortex - pathology Cognition Disorders - diagnostic imaging Cognition Disorders - pathology Cognitive ability Computation Correlation coefficients Cortex Degeneration Dementia Dementia disorders Diagnosis, Differential Diagnostic Radiology Diagnostic systems Disorders Female Frontotemporal dementia Humans Imaging Internal Medicine Interventional Radiology Magnetic resonance imaging Magnetic Resonance Imaging - methods Male Medical imaging Medicine Medicine & Public Health Middle Aged Morphometry Neuro Neuroradiology Radiology Regression models Statistical analysis Substantia alba Temporal lobe Temporal Lobe - diagnostic imaging Temporal Lobe - pathology Ultrasound Visual observation White Matter - diagnostic imaging White Matter - pathology
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