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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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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SP-MTFL: A self paced multi-task feature learning method for cognitive performance predicting of Alzheimer's disease

10.1145/3451421.3451427 ◽

2020 ◽

Author(s):

Xiaoli Liu ◽

Jiali Li ◽

Peng Cao

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Cognitive Performance ◽

Feature Learning ◽

Learning Method ◽

Task Feature

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Joint feature and task aware multi-task feature learning for Alzheimer’s disease diagnosis

10.1109/bibm52615.2021.9669813 ◽

2021 ◽

Author(s):

Peng Cao ◽

Wei Liang ◽

Kai Zhang ◽

Shanshan Tang ◽

Jinzhu Yang

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Learning ◽

Disease Diagnosis ◽

Task Feature ◽

Alzheimer’S Disease Diagnosis ◽

And Task

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Fused Group Lasso Regularized Multi-Task Feature Learning and Its Application to the Cognitive Performance Prediction of Alzheimer’s Disease

Neuroinformatics ◽

10.1007/s12021-018-9398-5 ◽

2018 ◽

Vol 17 (2) ◽

pp. 271-294 ◽

Cited By ~ 6

Author(s):

Xiaoli Liu ◽

Peng Cao ◽

Jianzhong Wang ◽

Jun Kong ◽

Dazhe Zhao

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Cognitive Performance ◽

Performance Prediction ◽

Feature Learning ◽

Group Lasso ◽

Task Feature

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Predicting progressions of cognitive outcomes via high-order multi-modal multi-task feature learning

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

10.1109/isbi.2018.8363635 ◽

2018 ◽

Cited By ~ 2

Author(s):

Lyujian Lu ◽

Hua Wang ◽

Xiaohui Yao ◽

Shannon Risacher ◽

Andrew Saykin ◽

...

Keyword(s):

Feature Learning ◽

High Order ◽

Cognitive Outcomes ◽

Task Feature

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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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Hidden Risk Genes with High-Order Intragenic Epistasis in Alzheimer's Disease

Journal of Alzheimer s Disease ◽

10.3233/jad-140054 ◽

2014 ◽

Vol 41 (4) ◽

pp. 1039-1056 ◽

Cited By ~ 16

Author(s):

Jiya Sun ◽

Fuhai Song ◽

Jiajia Wang ◽

Guangchun Han ◽

Zhouxian Bai ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

High Order ◽

Risk Genes

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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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Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification

NeuroImage ◽

10.1016/j.neuroimage.2013.09.015 ◽

2014 ◽

Vol 84 ◽

pp. 466-475 ◽

Cited By ~ 122

Author(s):

Feng Liu ◽

Chong-Yaw Wee ◽

Huafu Chen ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Cognitive Impairment ◽

Mild Cognitive Impairment ◽

Task Feature ◽

Selection For

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