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

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 ◽

Deep Neural Network ◽

Disease Diagnosis ◽

Feature Based ◽

Advances in Intelligent Systems and Computing - Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) ◽

A Deep Neural Network Classification Approach for Alzheimer’s Disease Diagnosis

10.1007/978-3-030-36674-2_2 ◽

2020 ◽

pp. 12-20

Author(s):

El Mehdi Benyoussef ◽

Abdeltif Elbyed ◽

Hind El Hadiri

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Neural Network ◽

Disease Diagnosis ◽

Classification Approach ◽

Neural Network Classification ◽

Advances in Intelligent Systems and Computing - Advanced Intelligent Systems for Sustainable Development (AI2SD’2018) ◽

3D MRI Classification Using KNN and Deep Neural Network for Alzheimer’s Disease Diagnosis

10.1007/978-3-030-11884-6_14 ◽

2019 ◽

pp. 154-158

Author(s):

El Mehdi Benyoussef ◽

Abdeltif Elbyed ◽

Hind El Hadiri

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Deep Neural Network ◽

Disease Diagnosis ◽

3D Mri ◽

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

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

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 ◽

Structural Mri ◽

Disease Diagnosis ◽

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 ◽

Disease Diagnosis ◽

Diagnosis Method ◽

Deep 3D Convolutional Neural Network Architectures for Alzheimer’s Disease Diagnosis

Intelligent Information and Database Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-319-75417-8_27 ◽

2018 ◽

pp. 287-296 ◽

Cited By ~ 4

Author(s):

Hiroki Karasawa ◽

Chien-Liang Liu ◽

Hayato Ohwada

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Diagnosis ◽

Network Architectures ◽

Neural Network Architectures ◽

A Fast and Accurate 3D Fine-Tuning Convolutional Neural Network for Alzheimer’s Disease Diagnosis

Communications in Computer and Information Science - Artificial Intelligence ◽

10.1007/978-981-13-2122-1_9 ◽

2018 ◽

pp. 115-126 ◽

Cited By ~ 2

Author(s):

Hao Tang ◽

Erlin Yao ◽

Guangming Tan ◽

Xiuhua Guo

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Diagnosis ◽

Fine Tuning ◽

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 ◽

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 ◽

Cited By ~ 40

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 based on long-range dependency mechanism using convolutional neural network

Multimedia Tools and Applications ◽

10.1007/s11042-021-11279-z ◽

2021 ◽

Author(s):

Zhao Pei ◽

Yuanshuai Gou ◽

Miao Ma ◽

Min Guo ◽

Chengcai Leng ◽

...

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Long Range ◽

Disease Diagnosis ◽