Genetic Algorithms for Optimized Diagnosis of Alzheimer's Disease and Frontotemporal Dementia Using Fluorodeoxyglucose Positron Emission Tomography Imaging.
Alzheimer’s disease
evolutionary algorithm
frontotemporal dementia
genetic algorithm
machine learning
positron emission tomography
primary progressive aphasia
unsupervised algorithm
Journal
Frontiers in aging neuroscience
ISSN: 1663-4365
Titre abrégé: Front Aging Neurosci
Pays: Switzerland
ID NLM: 101525824
Informations de publication
Date de publication:
2021
2021
Historique:
received:
12
05
2021
accepted:
20
12
2021
entrez:
21
2
2022
pubmed:
22
2
2022
medline:
22
2
2022
Statut:
epublish
Résumé
Genetic algorithms have a proven capability to explore a large space of solutions, and deal with very large numbers of input features. We hypothesized that the application of these algorithms to
Identifiants
pubmed: 35185510
doi: 10.3389/fnagi.2021.708932
pmc: PMC8851241
doi:
Types de publication
Journal Article
Langues
eng
Pagination
708932Informations de copyright
Copyright © 2022 Díaz-Álvarez, Matias-Guiu, Cabrera-Martín, Pytel, Segovia-Ríos, García-Gutiérrez, Hernández-Lorenzo, Matias-Guiu, Carreras, Ayala and Alzheimer’s Disease Neuroimaging Initiative.
Déclaration de conflit d'intérêts
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Références
Neurologia. 2014 Oct;29(8):464-72
pubmed: 23648383
BMC Bioinformatics. 2019 Oct 11;20(1):491
pubmed: 31601182
J Alzheimers Dis. 2017;57(4):1251-1264
pubmed: 28304289
Eur J Nucl Med Mol Imaging. 2009 Dec;36(12):2103-10
pubmed: 19838705
Neurology. 2011 Mar 15;76(11):1006-14
pubmed: 21325651
J Neurosci Methods. 2018 May 15;302:42-46
pubmed: 29104000
AJNR Am J Neuroradiol. 2007 Aug;28(7):1339-45
pubmed: 17698538
Neuroimage Clin. 2019;23:101811
pubmed: 30981204
Alzheimers Dement. 2011 May;7(3):263-9
pubmed: 21514250
Cortex. 2019 Oct;119:312-323
pubmed: 31181419
Neuropsychologia. 2017 Jul 1;101:132-140
pubmed: 28532703
Alzheimers Dement. 2017 May;13(5):561-571
pubmed: 27931796
J Neuroimaging. 2015 Sep-Oct;25(5):738-47
pubmed: 25644739
Brain. 2011 Sep;134(Pt 9):2456-77
pubmed: 21810890
J Neurol. 2015 Mar;262(3):570-7
pubmed: 25491078
Arch Clin Neuropsychol. 2009 Jun;24(4):307-19
pubmed: 19549723
AJR Am J Roentgenol. 2018 Aug;211(2):246-259
pubmed: 29949415
Ann Intern Med. 1995 Mar 15;122(6):422-9
pubmed: 7856990
Biol Psychiatry. 2020 Jul 1;88(1):70-82
pubmed: 32201044
Neuroinformatics. 2014 Oct;12(4):575-93
pubmed: 24952892
Sci Rep. 2017 Jul 28;7(1):6763
pubmed: 28755001
Alzheimers Dement. 2013 Sep;9(5):e111-94
pubmed: 23932184
Alzheimers Dement (N Y). 2019 Dec 10;5:918-925
pubmed: 31879701
BMC Neurol. 2018 Apr 28;18(1):56
pubmed: 29704893
Eur J Nucl Med Mol Imaging. 2018 Jul;45(9):1509-1525
pubmed: 29736698
Eur J Nucl Med Mol Imaging. 2013 Sep;40(9):1394-405
pubmed: 23715905
Lancet. 2015 Oct 24;386(10004):1672-82
pubmed: 26595641
Eur J Nucl Med Mol Imaging. 2018 Jul;45(9):1526-1533
pubmed: 29744573
Brain. 2008 Mar;131(Pt 3):681-9
pubmed: 18202106
Alzheimers Dement (Amst). 2019 Aug 28;11:588-598
pubmed: 31497638
J Neurol. 2018 Jun;265(6):1474-1490
pubmed: 29392464
Neurology. 2012 May 22;78(21):1670-7
pubmed: 22573633
Neuroimage. 2019 Aug 15;197:652-656
pubmed: 30296563
J Neurol Neurosurg Psychiatry. 2019 Nov;90(11):1207-1214
pubmed: 31203211
Neuroimage. 2020 Mar;208:116456
pubmed: 31841681
Front Aging Neurosci. 2018 Jul 31;10:230
pubmed: 30108500
Neurology. 2011 Dec 6;77(23):2034-42
pubmed: 22131541
Neuroimage. 2004 Jan;21(1):46-57
pubmed: 14741641
Brain. 2009 Nov;132(Pt 11):2932-46
pubmed: 19762452
Front Comput Neurosci. 2019 Oct 16;13:72
pubmed: 31680923
Eur J Nucl Med Mol Imaging. 2015 May;42(6):916-27
pubmed: 25647075
Neurology. 1993 Nov;43(11):2412-4
pubmed: 8232972