MRI data-driven algorithm for the diagnosis of behavioural variant frontotemporal dementia.

Ana Laura Manera Mahsa Dadar John Cornelis van Swieten Barbara BorroniRaquel Sanchez-ValleFermin MorenoRobert LaforceCaroline GraffMatthis SynofzikDaniela Galimberti James Benedict RoweMario MasellisMaria Carmela TartagliaElizabeth C FingerRik VandenbergheAlexandre de MendoncaFabrizio TagliaviniIsabel SantanaChristopher R ButlerAlex GerhardAdrian DanekJohannes LevinMarkus OttoGiovanni FrisoniRoberta GhidoniSandro SorbiJonathan Daniel Rohrer Simon DucharmeD Louis Collinsnull nullnull null

Published in: Journal of neurology, neurosurgery, and psychiatry (2021)

Our results show that structural MRI and semantic fluency can accurately predict bvFTD at the individual subject level within a completely independent validation cohort coming from a different and independent database.

Keyphrases

contrast enhanced
magnetic resonance imaging
diffusion weighted imaging
machine learning
deep learning
emergency department
magnetic resonance
adverse drug
neural network
clinical evaluation