Joint Classification and Regression via Deep Multi-Task Multi-Channel Learning for Alzheimer's Disease Diagnosis

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2018.2869989 ◽

2019 ◽

Vol 66 (5) ◽

pp. 1195-1206 ◽

Author(s):

Mingxia Liu ◽

Jun Zhang ◽

Ehsan Adeli ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Diagnosis ◽

Classification And Regression ◽

Alzheimer’S Disease Diagnosis ◽

Joint Classification

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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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Relation-induced Multi-modal Shared Representation Learning for Alzheimer’s Disease Diagnosis

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2021.3063150 ◽

2021 ◽

pp. 1-1

Author(s):

Zhenyuan Ning ◽

Qing Xiao ◽

Qianjin Feng ◽

Wufan Chen ◽

Yu Zhang

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Representation Learning ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

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Features-based approach for Alzheimer's disease diagnosis using visual pattern of water diffusion in tensor diffusion imaging

2015 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2015.7351321 ◽

2015 ◽

Author(s):

Olfa Ben Ahmed ◽

Jenny Benois-Pineau ◽

Chokri Ben Amar ◽

Michele Aliara ◽

Gwenaelle Catheline

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Diffusion Imaging ◽

Disease Diagnosis ◽

Water Diffusion ◽

Visual Pattern ◽

Alzheimer’S Disease Diagnosis

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Multi-atlas based representations for Alzheimer's disease diagnosis

Human Brain Mapping ◽

10.1002/hbm.22531 ◽

2014 ◽

Vol 35 (10) ◽

pp. 5052-5070 ◽

Author(s):

Rui Min ◽

Guorong Wu ◽

Jian Cheng ◽

Qian Wang ◽

Dinggang Shen ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

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Multi-view feature selection and classification for Alzheimer’s Disease diagnosis

Multimedia Tools and Applications ◽

10.1007/s11042-015-3173-5 ◽

2016 ◽

Vol 76 (8) ◽

pp. 10761-10775 ◽

Author(s):

Mingxing Zhang ◽

Yang Yang ◽

Fumin Shen ◽

Hanwang Zhang ◽

Yuan Wang

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

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Deep Ensemble Sparse Regression Network for Alzheimer’s Disease Diagnosis

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-319-47157-0_14 ◽

2016 ◽

pp. 113-121 ◽

Author(s):

Heung-Il Suk ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Diagnosis ◽

Sparse Regression ◽

Alzheimer’S Disease Diagnosis

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Identification of Optimum Panel of Blood-based Biomarkers for Alzheimer’s Disease Diagnosis Using Machine Learning

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2018.8513293 ◽

2018 ◽

Author(s):

C. S. Eke ◽

E. Jammeh ◽

X. Li ◽

C. Carroll ◽

S. Pearson ◽

...

Keyword(s):

Machine Learning ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

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