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Title:

Is a PET All You Need? A Multi-modal Study for Alzheimer's Disease Using 3D CNNs

Document type:
Proceedings Paper
Author(s):
Narazani, Marla; Sarasua, Ignacio; Poelsterl, Sebastian; Lizarraga, Aldana; Yakushev, Igor; Wachinger, Christian
Abstract:
Alzheimer's Disease (AD) is the most common form of dementia and often difficult to diagnose due to the multifactorial etiology of dementia. Recent works on neuroimaging-based computer-aided diagnosis with deep neural networks (DNNs) showed that fusing structural magnetic resonance images (sMRI) and fluorodeoxyglucose positron emission tomography (FDG-PET) leads to improved accuracy in a study population of healthy controls and subjects with AD. However, this result conflicts with the establishe...     »
Journal title abbreviation:
Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv
Year:
2022
Journal volume:
13431
Pages contribution:
66-76
Fulltext / DOI:
doi:10.1007/978-3-031-16431-6_7
Print-ISSN:
0302-9743
TUM Institution:
Klinik und Poliklinik für Nuklearmedizin (Prof. Weber)
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