An extended-2D CNN for multiclass Alzheimer's Disease diagnosis through structural MRI

Medical Imaging 2020: Computer-Aided Diagnosis ◽

10.1117/12.2550753 ◽

2020 ◽

Author(s):

Mariana Eugênia de Carvalho Pereira ◽

Irene Fantini ◽

Roberto A. Lotufo ◽

Letícia Rittner

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Structural Mri ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

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Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2018.2889096 ◽

2020 ◽

Vol 42 (4) ◽

pp. 880-893 ◽

Author(s):

Chunfeng Lian ◽

Mingxia Liu ◽

Jun Zhang ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Structural Mri ◽

Disease Diagnosis ◽

Convolutional Network ◽

Fully Convolutional Network ◽

Alzheimer’S Disease Diagnosis

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An Explainable 3D Residual Self-Attention Deep Neural Network For Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2021.3066832 ◽

2021 ◽

pp. 1-1

Author(s):

Xin Zhang ◽

Liangxiu Han ◽

Wenyong Zhu ◽

Liang Sun ◽

Daoqiang Zhang

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Neural Network ◽

Structural Mri ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

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Alzheimer’s Disease Diagnosis Using Structural MRI and Machine Learning Techniques

10.1007/978-981-16-5078-9_53 ◽

2021 ◽

pp. 645-665

Author(s):

Samir Shrihari Yadav ◽

Sanjay Raghunath Sutar

Keyword(s):

Machine Learning ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Structural Mri ◽

Disease Diagnosis ◽

Machine Learning Techniques ◽

Learning Techniques ◽

Alzheimer’S Disease Diagnosis

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Alzheimer's disease diagnosis based on anatomically stratified texture analysis of the hippocampus in structural MRI

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) ◽

10.1109/isbi.2018.8363868 ◽

2018 ◽

Author(s):

Xinyang Feng ◽

Jie Yang ◽

Andrew F. Laine ◽

Elsa D. Angelini

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Texture Analysis ◽

Structural Mri ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

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Alzheimer's disease diagnosis from structural MRI using Siamese convolutional neural network

2019 4th International Conference on Pattern Recognition and Image Analysis (IPRIA) ◽

10.1109/pria.2019.8786031 ◽

2019 ◽

Author(s):

Mostafa Amin-Naji ◽

Hami Mahdavinataj ◽

Ali Aghagolzadeh

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Convolutional Neural Network ◽

Structural Mri ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

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Dual Attention Multi-Instance Deep Learning for Alzheimer’s Disease Diagnosis with Structural MRI

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2021.3077079 ◽

2021 ◽

pp. 1-1

Author(s):

Wenyong Zhu ◽

Liang Sun ◽

Jiashuang Huang ◽

Liangxiu Han ◽

Daoqiang Zhang

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Learning ◽

Structural Mri ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

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Alzheimer’s disease diagnosis method based on convolutional neural network using key slices voting

2021 11th International Conference on Information Science and Technology (ICIST) ◽

10.1109/icist52614.2021.9440595 ◽

2021 ◽

Author(s):

Zhongyi Hu ◽

Qi Wu ◽

Changzu Chen ◽

Lei Xiao ◽

Shan Jin

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Convolutional Neural Network ◽

Disease Diagnosis ◽

Diagnosis Method ◽

Alzheimer’S Disease Diagnosis

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Volumetric Feature-Based Alzheimer’s Disease Diagnosis From sMRI Data Using a Convolutional Neural Network and a Deep Neural Network

IEEE Access ◽

10.1109/access.2021.3059658 ◽

2021 ◽

Vol 9 ◽

pp. 29870-29882

Author(s):

Abol Basher ◽

Byeong C. Kim ◽

Kun Ho Lee ◽

Ho Yub Jung

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Convolutional Neural Network ◽

Deep Neural Network ◽

Disease Diagnosis ◽

Feature Based ◽

Alzheimer’S Disease Diagnosis

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Automated atrophy assessment for Alzheimer's disease diagnosis from brain MRI images

Magnetic Resonance Imaging ◽

10.1016/j.mri.2019.06.019 ◽

2019 ◽

Vol 62 ◽

pp. 167-173 ◽

Author(s):

Tawseef Ayoub Shaikh ◽

Rashid Ali

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Brain Mri ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

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Gray level co-occurrence matrix and extreme learning machine for Alzheimer's disease diagnosis

International Journal of Cognitive Computing in Engineering ◽

10.1016/j.ijcce.2021.08.002 ◽

2021 ◽

Author(s):

Shuangshuang Gao

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Extreme Learning Machine ◽

Disease Diagnosis ◽

Learning Machine ◽

Occurrence Matrix ◽

Alzheimer’S Disease Diagnosis

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