Automatically computed rating scales from MRI for patients with cognitive disorders.

Juha R KoikkalainenHanneke F M Rhodius-MeesterKristian S FrederiksenMarie BruunSteen G HasselbalchMarta BaroniPatrizia MecocciRitva VanninenAnne RemesHilkka SoininenMark van GilsWiesje M van der FlierPhilip ScheltensFrederik BarkhofTimo ErkinjunttiJyrki M P Lötjönennull null

Published in: European radiology (2019)

• Visual rating scales used in diagnostics of cognitive disorders can be estimated computationally from MRI images with intraclass correlations ranging from 0.64 (GCA) to 0.84 (MTA). • Computed scales provided high diagnostic accuracy with single-subject data (area under the receiver operating curve range, 0.84-0.94).

Keyphrases

diffusion weighted imaging
contrast enhanced
magnetic resonance imaging
deep learning
electronic health record
computed tomography
psychometric properties
magnetic resonance
optical coherence tomography
data analysis
artificial intelligence