Imaging biomarkers in neurodegeneration: current and future practices.
Alzheimer’s disease
MRI
Machine learning
Neurodegenerative diseases
Neuroimaging
PET
dementia
Journal
Alzheimer's research & therapy
ISSN: 1758-9193
Titre abrégé: Alzheimers Res Ther
Pays: England
ID NLM: 101511643
Informations de publication
Date de publication:
27 04 2020
27 04 2020
Historique:
received:
24
10
2019
accepted:
01
04
2020
entrez:
29
4
2020
pubmed:
29
4
2020
medline:
25
6
2021
Statut:
epublish
Résumé
There is an increasing role for biological markers (biomarkers) in the understanding and diagnosis of neurodegenerative disorders. The application of imaging biomarkers specifically for the in vivo investigation of neurodegenerative disorders has increased substantially over the past decades and continues to provide further benefits both to the diagnosis and understanding of these diseases. This review forms part of a series of articles which stem from the University College London/University of Gothenburg course "Biomarkers in neurodegenerative diseases". In this review, we focus on neuroimaging, specifically positron emission tomography (PET) and magnetic resonance imaging (MRI), giving an overview of the current established practices clinically and in research as well as new techniques being developed. We will also discuss the use of machine learning (ML) techniques within these fields to provide additional insights to early diagnosis and multimodal analysis.
Identifiants
pubmed: 32340618
doi: 10.1186/s13195-020-00612-7
pii: 10.1186/s13195-020-00612-7
pmc: PMC7187531
doi:
Substances chimiques
Biomarkers
0
Types de publication
Journal Article
Review
Langues
eng
Sous-ensembles de citation
IM
Pagination
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