Multi-modality Feature Learning in Diagnoses of Alzheimer’s Disease

Intelligent Systems Reference Library - Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging ◽

10.1007/978-3-319-68843-5_1 ◽

2018 ◽

pp. 3-30

Author(s):

Daoqiang Zhang ◽

Chen Zu ◽

Biao Jie ◽

Tingting Ye

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Learning

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Identifying Genetic Risk Factors for Alzheimer's Disease via Shared Tree-guided Feature Learning across Multiple Tasks

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2018.2816029 ◽

2018 ◽

pp. 1-1 ◽

Cited By ~ 4

Author(s):

Weizhong Zhang ◽

Tingjin Luo ◽

Shuang Qiu ◽

Jieping Ye ◽

Deng Cai ◽

...

Keyword(s):

Risk Factors ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Genetic Risk ◽

Feature Learning ◽

Genetic Risk Factors ◽

Multiple Tasks ◽

Shared Tree

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Feature-aware Multi-task feature learning for Predicting Cognitive Outcomes in Alzheimer's disease

2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm47256.2019.8983258 ◽

2019 ◽

Author(s):

Peng Cao ◽

Shanshan Tang ◽

Min Huang ◽

Jinzhu Yang ◽

Dazhe Zhao ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Learning ◽

Cognitive Outcomes ◽

Task Feature

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Label-aligned multi-task feature learning for multimodal classification of Alzheimer’s disease and mild cognitive impairment

Brain Imaging and Behavior ◽

10.1007/s11682-015-9480-7 ◽

2015 ◽

Vol 10 (4) ◽

pp. 1148-1159 ◽

Cited By ~ 32

Author(s):

Chen Zu ◽

◽

Biao Jie ◽

Mingxia Liu ◽

Songcan Chen ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Cognitive Impairment ◽

Mild Cognitive Impairment ◽

Feature Learning ◽

Multimodal Classification ◽

Task Feature

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Multi-modality stacked deep polynomial network based feature learning for Alzheimer's disease diagnosis

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi.2016.7493399 ◽

2016 ◽

Cited By ~ 7

Author(s):

Xiao Zheng ◽

Jun Shi ◽

Yan Li ◽

Xiao Liu ◽

Qi Zhang

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Learning ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

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Alzheimer's Disease Brain Network Classification Using Improved Transfer Feature Learning with Joint Distribution Adaptation

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2019.8856726 ◽

2019 ◽

Author(s):

Binglin Wang ◽

Wei Li ◽

Wenliang Fan ◽

Xi Chen ◽

Dongrui Wu

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Joint Distribution ◽

Feature Learning ◽

Brain Network

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Multimodal Neuroimaging Feature Learning With Multimodal Stacked Deep Polynomial Networks for Diagnosis of Alzheimer's Disease

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2017.2655720 ◽

2018 ◽

Vol 22 (1) ◽

pp. 173-183 ◽

Cited By ~ 114

Author(s):

Jun Shi ◽

Xiao Zheng ◽

Yan Li ◽

Qi Zhang ◽

Shihui Ying

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Learning ◽

Multimodal Neuroimaging

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Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2014.2372011 ◽

2015 ◽

Vol 62 (4) ◽

pp. 1132-1140 ◽

Cited By ~ 190

Author(s):

Siqi Liu ◽

Sidong Liu ◽

Weidong Cai ◽

Hangyu Che ◽

Sonia Pujol ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Learning ◽

Multimodal Neuroimaging

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Wrapper-based Feature Learning Method used for Alzheimer's disease Identification

2020 15th IEEE International Conference on Signal Processing (ICSP) ◽

10.1109/icsp48669.2020.9320997 ◽

2020 ◽

Author(s):

Yan Liu ◽

Xu Tian ◽

Xiangzhu Zeng ◽

Ling Wang ◽

Zeng Wang ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Learning ◽

Learning Method ◽

Disease Identification

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DIAGNOSIS OF ALZHEIMER'S DISEASE BY THREE-DIMENSIONAL CONVOLUTIONAL NEURAL NETWORK USING UNSUPERVISED FEATURE LEARNING METHOD

International Journal of Intelligent Computing and Information Sciences ◽

10.21608/ijicis.2021.80596.1103 ◽

2021 ◽

Vol 0 (0) ◽

pp. 1-15

Author(s):

Sarah A. Soliman ◽

El-Sayed A. El-Dahshan ◽

Abdel-Badeeh M. Salem

Keyword(s):

Neural Network ◽

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Convolutional Neural Network ◽

Three Dimensional ◽

Feature Learning ◽

Learning Method ◽

Unsupervised Feature Learning

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Joint High-Order Multi-Task Feature Learning to Predict the Progression of Alzheimer’s Disease

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00928-1_63 ◽

2018 ◽

pp. 555-562 ◽

Cited By ~ 2

Author(s):

Lodewijk Brand ◽

◽

Hua Wang ◽

Heng Huang ◽

Shannon Risacher ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Learning ◽

High Order ◽

Task Feature

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