Multi-scale graph-based grading for Alzheimer’s disease prediction

Medical Image Analysis ◽

10.1016/j.media.2020.101850 ◽

2021 ◽

Vol 67 ◽

pp. 101850

Author(s):

Kilian Hett ◽

Vinh-Thong Ta ◽

Ipek Oguz ◽

José V. Manjón ◽

Pierrick Coupé

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Prediction ◽

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Quantitative EEG in Mild Cognitive Impairment and Alzheimer’s Disease by AR-Spectral and Multi-scale Entropy Analysis

IFMBE Proceedings - World Congress on Medical Physics and Biomedical Engineering 2018 ◽

10.1007/978-981-10-9038-7_29 ◽

2018 ◽

pp. 159-163

Author(s):

Xiaoke Chai ◽

Xiaohong Weng ◽

Zhimin Zhang ◽

Yangting Lu ◽

Guitong Liu ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Cognitive Impairment ◽

Mild Cognitive Impairment ◽

Quantitative Eeg ◽

Entropy Analysis ◽

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A Machine Learning Method for Identifying Critical Interactions Between Gene Pairs in Alzheimer's Disease Prediction

Frontiers in Neurology ◽

10.3389/fneur.2019.01162 ◽

2019 ◽

Vol 10 ◽

Author(s):

Hao Chen ◽

Yong He ◽

Jiadong Ji ◽

Yufeng Shi

Keyword(s):

Machine Learning ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Prediction ◽

Machine Learning Method ◽

Learning Method ◽

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FTD Tree Based Classification Model for Alzheimer’s Disease Prediction

Advances in Intelligent Systems and Computing - Emerging Technologies in Data Mining and Information Security ◽

10.1007/978-981-13-1498-8_60 ◽

2018 ◽

pp. 687-697

Author(s):

Bala Brahmeswara Kadaru ◽

M. Uma Maheswara Rao ◽

S. Narayana

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Classification Model ◽

Disease Prediction

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Convolutional Neural Networks-Based MRI Image Analysis for the Alzheimer’s Disease Prediction From Mild Cognitive Impairment

Frontiers in Neuroscience ◽

10.3389/fnins.2018.00777 ◽

2018 ◽

Vol 12 ◽

Author(s):

Weiming Lin ◽

Tong Tong ◽

Qinquan Gao ◽

Di Guo ◽

Xiaofeng Du ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Neural Networks ◽

Alzheimer's Disease ◽

Image Analysis ◽

Cognitive Impairment ◽

Mild Cognitive Impairment ◽

Convolutional Neural Networks ◽

Disease Prediction ◽

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33 Novel hypothesis-based Alzheimer's disease prediction biomarkers in blood and CSF

Neurobiology of Aging ◽

10.1016/j.neurobiolaging.2012.01.051 ◽

2012 ◽

Vol 33 ◽

pp. S14-S15

Author(s):

Harald Hampel

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Prediction

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A structured approach to ensemble learning for Alzheimer's disease prediction

Proceedings of the 5th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics - BCB '14 ◽

10.1145/2649387.2660797 ◽

2014 ◽

Author(s):

Matthew Seeley ◽

Mark Clement ◽

Christophe Giraud-Carrier ◽

Quinn Snell ◽

Paul Bodily ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Ensemble Learning ◽

Disease Prediction ◽

Structured Approach

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An Alzheimer’s Disease Prediction System using Fuzzy Logic

Journal of Intelligent Computing ◽

10.6025/jic/2019/10/4/137-149 ◽

2019 ◽

Vol 10 (4) ◽

pp. 137

Author(s):

Gayathri D.S ◽

Nagarajan M

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Fuzzy Logic ◽

Disease Prediction ◽

Prediction System

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Structural‐MRI‐based Alzheimer's disease dementia score using 3D convolutional neural networks to achieve accurate early disease prediction

Alzheimer s & Dementia ◽

10.1002/alz.044314 ◽

2020 ◽

Vol 16 (S5) ◽

Author(s):

Evangeline Yee ◽

Karteek Popuri ◽

Da Ma ◽

Lei Wang ◽

Mirza Faisal Beg

Keyword(s):

Alzheimer’S Disease ◽

Neural Networks ◽

Alzheimer's Disease ◽

Convolutional Neural Networks ◽

Structural Mri ◽

Disease Prediction ◽

Early Disease ◽

Alzheimer’S Disease Dementia

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Dual feature correlation guided multi-task learning for Alzheimer's disease prediction

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2021.105090 ◽

2021 ◽

pp. 105090

Author(s):

Shanshan Tang ◽

Peng Cao ◽

Min Hang ◽

Xiaoli Liu ◽

Osmar Zaiane

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Prediction ◽

Task Learning ◽

Feature Correlation

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Alzheimer’s Disease Prediction Using Fastai

Information and Communication Technology for Intelligent Systems - Smart Innovation, Systems and Technologies ◽

10.1007/978-981-15-7078-0_76 ◽

2020 ◽

pp. 765-775

Author(s):

Chiramel Riya Francis ◽

Unik Lokhande ◽

Prabhjyot Kaur Bamrah ◽

Arlene D’costa

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Prediction

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