Data-Driven Differential Diagnosis of Dementia Using Multiclass Disease State Index Classifier

Data-Driven Differential Diagnosis of Dementia Using Multiclass Disease State Index Classifier

Clinical decision support systems (CDSSs) hold potential for the differential diagnosis of neurodegenerative diseases. We developed a novel CDSS, the PredictND tool, designed for differential diagnosis of different types of dementia. It combines information obtained from multiple diagnostic tests su...

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Bibliographic Details
Main Authors: Antti Tolonen, Hanneke F. M. Rhodius-Meester, Marie Bruun, Juha Koikkalainen, Frederik Barkhof, Afina W. Lemstra, Teddy Koene, Philip Scheltens, Charlotte E. Teunissen, Tong Tong, Ricardo Guerrero, Andreas Schuh, Christian Ledig, Marta Baroni, Daniel Rueckert, Hilkka Soininen, Anne M. Remes, Gunhild Waldemar, Steen G. Hasselbalch, Patrizia Mecocci, Wiesje M. van der Flier, Jyrki Lötjönen
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-04-01
Series:Frontiers in Aging Neuroscience
Subjects:
neurodegenerative diseases
classification
decision support
Alzheimer’s disease
frontotemporal lobar degeneration
vascular dementia
Online Access:http://journal.frontiersin.org/article/10.3389/fnagi.2018.00111/full

Internet

http://journal.frontiersin.org/article/10.3389/fnagi.2018.00111/full

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