A 3D deep learning model to predict the diagnosis of dementia with Lewy bodies, Alzheimer’s disease,...
A 3D deep learning model to predict the diagnosis of dementia with Lewy bodies, Alzheimer’s disease, and mild cognitive impairment using brain 18F-FDG PET
About this item
Full title
Author / Creator
Etminani, Kobra , Soliman, Amira , Davidsson, Anette , Chang, Jose R. , Martínez-Sanchis, Begoña , Byttner, Stefan , Camacho, Valle , Bauckneht, Matteo , Stegeran, Roxana , Ressner, Marcus , Agudelo-Cifuentes, Marc , Chincarini, Andrea , Brendel, Matthias , Rominger, Axel , Bruffaerts, Rose , Vandenberghe, Rik , Kramberger, Milica G. , Trost, Maja , Nicastro, Nicolas , Frisoni, Giovanni B. , Lemstra, Afina W. , van Berckel, Bart N. M. , Pilotto, Andrea , Padovani, Alessandro , Morbelli, Silvia , Aarsland, Dag , Nobili, Flavio , Garibotto, Valentina and Ochoa-Figueroa, Miguel
Publisher
Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title
Language
English
Formats
Publication information
Publisher
Berlin/Heidelberg: Springer Berlin Heidelberg
Subjects
More information
Scope and Contents
Contents
Purpose
The purpose of this study is to develop and validate a 3D deep learning model that predicts the final clinical diagnosis of Alzheimer’s disease (AD), dementia with Lewy bodies (DLB), mild cognitive impairment due to Alzheimer’s disease (MCI-AD), and cognitively normal (CN) using fluorine 18 fluorodeoxyglucose PET (18F-FDG PET) and compar...
Alternative Titles
Full title
A 3D deep learning model to predict the diagnosis of dementia with Lewy bodies, Alzheimer’s disease, and mild cognitive impairment using brain 18F-FDG PET
Authors, Artists and Contributors
Author / Creator
Soliman, Amira
Davidsson, Anette
Chang, Jose R.
Martínez-Sanchis, Begoña
Byttner, Stefan
Camacho, Valle
Bauckneht, Matteo
Stegeran, Roxana
Ressner, Marcus
Agudelo-Cifuentes, Marc
Chincarini, Andrea
Brendel, Matthias
Rominger, Axel
Bruffaerts, Rose
Vandenberghe, Rik
Kramberger, Milica G.
Trost, Maja
Nicastro, Nicolas
Frisoni, Giovanni B.
Lemstra, Afina W.
van Berckel, Bart N. M.
Pilotto, Andrea
Padovani, Alessandro
Morbelli, Silvia
Aarsland, Dag
Nobili, Flavio
Garibotto, Valentina
Ochoa-Figueroa, Miguel
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_swepub_primary_oai_swepub_ki_se_460151
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_swepub_primary_oai_swepub_ki_se_460151
Other Identifiers
ISSN
1619-7070,1619-7089
E-ISSN
1619-7089
DOI
10.1007/s00259-021-05483-0
