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Classification of subjects of Mild Cognitive Impairment and Alzheimer’s Disease through Neuroimaging modalities and Convolutional Neural Networks
2020 8th International Conference on Information and Communication Technology (ICoICT)
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10.1109/icoict49345.2020.9166286
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2020
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Author(s):
Ahsan Bin Tufail
◽
Yongkui Ma
◽
Qiu-Na Zhang
Keyword(s):
Alzheimer’S Disease
◽
Neural Networks
◽
Alzheimer's Disease
◽
Cognitive Impairment
◽
Mild Cognitive Impairment
◽
Convolutional Neural Networks
Download Full-text
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Convolutional Neural Networks-Based MRI Image Analysis for the Alzheimer’s Disease Prediction From Mild Cognitive Impairment
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10.3389/fnins.2018.00777
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2018
◽
Vol 12
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Author(s):
Weiming Lin
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Tong Tong
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Qinquan Gao
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Di Guo
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...
Keyword(s):
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Neural Networks
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Mild Cognitive Impairment
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Disease Prediction
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Automated classification of Alzheimer's disease and mild cognitive impairment using a single MRI and deep neural networks
NeuroImage Clinical
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10.1016/j.nicl.2018.101645
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2019
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Vol 21
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...
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Alzheimer's Disease
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Mild Cognitive Impairment
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Deep Neural Networks
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Automated Classification
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Deep Convolutional Neural Networks for Automated Diagnosis of Alzheimer’s Disease and Mild Cognitive Impairment Using 3D Brain MRI
Brain Informatics - Lecture Notes in Computer Science
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10.1007/978-3-030-05587-5_34
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2018
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pp. 359-369
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Cited By ~ 3
Author(s):
Jyoti Islam
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◽
Yanqing Zhang
Keyword(s):
Alzheimer’S Disease
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Neural Networks
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Alzheimer's Disease
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Cognitive Impairment
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Mild Cognitive Impairment
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Convolutional Neural Networks
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Brain Mri
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Automated Diagnosis
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Deep Convolutional Neural Networks
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Classification of Alzheimer's disease and mild cognitive impairment by pattern recognition of EEG power and coherence
2010 IEEE International Conference on Acoustics, Speech and Signal Processing
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10.1109/icassp.2010.5495193
◽
2010
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Cited By ~ 8
Author(s):
Kwaku Akrofi
◽
Ranadip Pal
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Mary C. Baker
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Brian S. Nutter
◽
Randolph W. Schiffer
Keyword(s):
Alzheimer’S Disease
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Alzheimer's Disease
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Pattern Recognition
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Cognitive Impairment
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Mild Cognitive Impairment
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Eeg Power
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Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Cognitively Normal Based on Neuropsychological Data via Supervised Learning
TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON)
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10.1109/tencon.2019.8929443
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2019
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Author(s):
Gwo Giun Lee
◽
Po-Wei Huang
◽
Yi-Ru Xie
◽
Ming-Chyi Pai
Keyword(s):
Alzheimer’S Disease
◽
Alzheimer's Disease
◽
Cognitive Impairment
◽
Mild Cognitive Impairment
◽
Supervised Learning
◽
Cognitively Normal
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Ensemble Classification of Alzheimer's Disease and Mild Cognitive Impairment Based on Complex Graph Measures from Diffusion Tensor Images
Frontiers in Neuroscience
◽
10.3389/fnins.2017.00056
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2017
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Ashkan Ebadi
◽
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◽
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◽
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◽
Ivanei Bramati
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...
Keyword(s):
Alzheimer’S Disease
◽
Alzheimer's Disease
◽
Cognitive Impairment
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Mild Cognitive Impairment
◽
Diffusion Tensor
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Ensemble Classification
◽
Complex Graph
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Comparative accuracies of two common screening instruments for classification of Alzheimer's disease, mild cognitive impairment, and healthy aging
Alzheimer s & Dementia
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10.1016/j.jalz.2012.10.001
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2012
◽
Vol 9
(5)
◽
pp. 529-537
◽
Cited By ~ 138
Author(s):
David R. Roalf
◽
Paul J. Moberg
◽
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Stephen T. Moelter
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Keyword(s):
Alzheimer’S Disease
◽
Alzheimer's Disease
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Cognitive Impairment
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Mild Cognitive Impairment
◽
Healthy Aging
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Screening Instruments
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Classification of Alzheimer’s Disease, Mild Cognitive Impairment, and Normal Controls with Multilayer Perceptron Neural Network and Neuropsychological Test Data
Proceedings of the 12th International Joint Conference on Computational Intelligence
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10.5220/0010143304390446
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2020
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Cited By ~ 1
Author(s):
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Keyword(s):
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Alzheimer’S Disease
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Cognitive Impairment
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Mild Cognitive Impairment
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Multilayer Perceptron
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Normal Controls
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A Genetic Algorithm for the selection of structural MRI features for classification of Mild Cognitive Impairment and Alzheimer's Disease
2015 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
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10.1109/bibm.2015.7359909
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2015
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Cited By ~ 3
Author(s):
Alexander Luke Spedding
◽
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Genetic Algorithm
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Cognitive Impairment
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Mild Cognitive Impairment
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Machine Learning classification of MRI features of Alzheimer's disease and mild cognitive impairment subjects to reduce the sample size in clinical trials
2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society
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10.1109/iembs.2011.6091962
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2011
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Cited By ~ 4
Author(s):
J. Escudero
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J. P. Zajicek
◽
E. Ifeachor
Keyword(s):
Machine Learning
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Alzheimer’S Disease
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Alzheimer's Disease
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Clinical Trials
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Cognitive Impairment
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Mild Cognitive Impairment
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Sample Size
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Machine Learning Classification
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Mri Features
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