Fused Group Lasso Regularized Multi-Task Feature Learning and Its Application to the Cognitive Performance Prediction of Alzheimer’s Disease-Reference-Cited by-同舟云学术

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

Published:2018-10-04 Issue:2 Volume:17 Page:271-294
ISSN:1539-2791
Container-title:Neuroinformatics
language:en
Short-container-title:Neuroinform

Author:

Liu Xiaoli^ORCID,Cao Peng,Wang Jianzhong,Kong Jun,Zhao Dazhe

Publisher

Springer Science and Business Media LLC

Subject

Information Systems,General Neuroscience,Software

Link

http://link.springer.com/content/pdf/10.1007/s12021-018-9398-5.pdf

Reference50 articles.

1. Alzheimer’s Association, & et al. (2016). Alzheimer’s disease facts and figures. Alzheimer’s & Dementia, 12(4), 459–509.

2. Argyriou, A., Evgeniou, T., Pontil, M. (2008). Convex multi-task feature learning. Machine Learning, 73(3), 243–272.

3. Batsch, N.L., & Mittelman, M.S. (2015). World Alzheimer Report 2012. Overcoming the stigma of dementia. Alzheimer’s Disease International (ADI), p. 5.

4. Boyd, S., Parikh, N., Chu, E., Peleato, B., Eckstein, J. (2011). Distributed optimization and statistical learning via the alternating direction method of multipliers. Foundation and Trends in Machine Learning, 3(1), 1–122.

5. Cai, J.-F., Osher, S., Shen, Z. (2009). Split bregman methods and frame based image restoration. Multiscale modeling & simulation, 8(2), 337–369.

Cited by 17 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Alzheimer’s disease diagnosis from single and multimodal data using machine and deep learning models: Achievements and future directions;Expert Systems with Applications;2024-12

2. Artificial intelligence and multimodal data fusion for smart healthcare: topic modeling and bibliometrics;Artificial Intelligence Review;2024-03-15

3. Image Prediction of Alzheimer's Disease Based on Efficient Convolution Neural Network;2023 IEEE 6th International Conference on Electronics and Communication Engineering (ICECE);2023-12-15

4. Trend prediction of Alzheimer's disease incidence based on the regression algorithm;International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 2023);2023-12-07

5. Decision-making Support System for Predicting and Eliminating Malnutrition and Anemia;The Open Bioinformatics Journal;2023-10-27