Alzheimer’s Disease Diagnosis Framework from Incomplete Multimodal Data Using Convolutional Neural Networks

Journal of Biomedical Informatics ◽

10.1016/j.jbi.2021.103863 ◽

2021 ◽

pp. 103863

Author(s):

Mohammed Abdelaziz ◽

Ahmed Elazab ◽

Tianfu Wang

Keyword(s):

Alzheimer’S Disease ◽

Neural Networks ◽

Alzheimer's Disease ◽

Convolutional Neural Networks ◽

Disease Diagnosis ◽

Multimodal Data ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Alzheimer’s disease diagnosis from diffusion tensor images using convolutional neural networks

PLoS ONE ◽

10.1371/journal.pone.0230409 ◽

2020 ◽

Vol 15 (3) ◽

pp. e0230409 ◽

Author(s):

Eman N. Marzban ◽

Ayman M. Eldeib ◽

Inas A. Yassine ◽

Yasser M. Kadah ◽

Keyword(s):

Alzheimer’S Disease ◽

Neural Networks ◽

Alzheimer's Disease ◽

Convolutional Neural Networks ◽

Diffusion Tensor ◽

Disease Diagnosis ◽

Diffusion Tensor Images ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Alzheimer's Disease Diagnosis Based on Ensemble of Multi-model Convolutional Neural Networks

2021 5th International Conference on Trends in Electronics and Informatics (ICOEI) ◽

10.1109/icoei51242.2021.9452964 ◽

2021 ◽

Author(s):

Rohini. M ◽

D. Surendran ◽

V. Karthiga ◽

K.B. Monica ◽

R. Pooja

Keyword(s):

Alzheimer’S Disease ◽

Neural Networks ◽

Alzheimer's Disease ◽

Convolutional Neural Networks ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Alzheimer’s Disease Diagnosis Using Parallel Convolutional Neural Networks

10.1109/icrami52622.2021.9585974 ◽

2021 ◽

Author(s):

Amel Slim ◽

Ahlem Melouah ◽

Soumai Layachi

Keyword(s):

Alzheimer’S Disease ◽

Neural Networks ◽

Alzheimer's Disease ◽

Convolutional Neural Networks ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Multi-model and multi-slice ensemble learning architecture based on 2D convolutional neural networks for Alzheimer’s disease diagnosis

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2021.104678 ◽

2021 ◽

pp. 104678

Author(s):

Wenjie Kang ◽

Lan Lin ◽

Baiwen Zhang ◽

Xiaoqi Shen ◽

Shuicai Wu

Keyword(s):

Alzheimer’S Disease ◽

Neural Networks ◽

Alzheimer's Disease ◽

Ensemble Learning ◽

Convolutional Neural Networks ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Hippocampal shape and asymmetry analysis by cascaded convolutional neural networks for Alzheimer’s disease diagnosis

Brain Imaging and Behavior ◽

10.1007/s11682-020-00427-y ◽

2021 ◽

Author(s):

Aojie Li ◽

◽

Fan Li ◽

Farzaneh Elahifasaee ◽

Manhua Liu ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Neural Networks ◽

Alzheimer's Disease ◽

Convolutional Neural Networks ◽

Disease Diagnosis ◽

Asymmetry Analysis ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Multi-Modality Cascaded Convolutional Neural Networks for Alzheimer’s Disease Diagnosis

Neuroinformatics ◽

10.1007/s12021-018-9370-4 ◽

2018 ◽

Vol 16 (3-4) ◽

pp. 295-308 ◽

Author(s):

Manhua Liu ◽

◽

Danni Cheng ◽

Kundong Wang ◽

Yaping Wang

Keyword(s):

Alzheimer’S Disease ◽

Neural Networks ◽

Alzheimer's Disease ◽

Convolutional Neural Networks ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Ensemble of deep convolutional neural networks based multi-modality images for Alzheimer's disease diagnosis

IET Image Processing ◽

10.1049/iet-ipr.2019.0617 ◽

2020 ◽

Vol 14 (2) ◽

pp. 318-326 ◽

Author(s):

Xusheng Fang ◽

Zhenbing Liu ◽

Mingchang Xu

Keyword(s):

Alzheimer’S Disease ◽

Neural Networks ◽

Alzheimer's Disease ◽

Convolutional Neural Networks ◽

Disease Diagnosis ◽

Deep Convolutional Neural Networks ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Using Three-dimensional Convolutional Neural Networks for Alzheimer’s Disease Diagnosis

Sensors and Materials ◽

10.18494/sam.2021.3512 ◽

2021 ◽

Vol 33 (10) ◽

pp. 3399

Author(s):

Cheng-Jian Lin ◽

Cheng-Wei Lin

Keyword(s):

Alzheimer’S Disease ◽

Neural Networks ◽

Alzheimer's Disease ◽

Convolutional Neural Networks ◽

Three Dimensional ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Brain MRI analysis for Alzheimer’s disease diagnosis using an ensemble system of deep convolutional neural networks

Brain Informatics ◽

10.1186/s40708-018-0080-3 ◽

2018 ◽

Vol 5 (2) ◽

Author(s):

Jyoti Islam ◽

Yanqing Zhang

Keyword(s):

Alzheimer’S Disease ◽

Neural Networks ◽

Alzheimer's Disease ◽

Convolutional Neural Networks ◽

Brain Mri ◽

Disease Diagnosis ◽

Deep Convolutional Neural Networks ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Support Vector Machines and Neural Networks for the Alzheimer’s Disease Diagnosis Using PCA

Lecture Notes in Computer Science - Bioinspired Applications in Artificial and Natural Computation ◽

10.1007/978-3-642-02267-8_16 ◽

2009 ◽

pp. 142-149 ◽

Author(s):

M. López ◽

J. Ramírez ◽

J. M. Górriz ◽

I. Álvarez ◽

D. Salas-Gonzalez ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Neural Networks ◽

Alzheimer's Disease ◽

Support Vector Machines ◽

Disease Diagnosis ◽

Support Vector ◽

Vector Machines ◽

Alzheimer’S Disease Diagnosis

Download Full-text