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Generalized fused group lasso regularized multi-task feature learning for predicting cognitive outcomes in Alzheimers disease

  • Published:2018-08 Issue: Volume:162 Page:19-45
  • ISSN:0169-2607
  • Container-title:Computer Methods and Programs in Biomedicine
  • language:en
  • Short-container-title:Computer Methods and Programs in Biomedicine

Author:

Cao Peng,Liu XiaoliORCID,Liu Hezi,Yang Jinzhu,Zhao Dazhe,Huang Min,Zaiane Osmar

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications,Software

Reference57 articles.

1. 2016 Alzheimer’s disease facts and figures;Alzheimer’s Association;Alzheimer Dementia,2016

2. Convex multi-task feature learning;Argyriou;Mach. Learn.,2008

3. World Alzheimer Report 2012: Overcoming the Stigma of Dementia;Batsch,2015

4. Domain transfer learning for MCI conversion prediction;Bo,2012

5. Distributed optimization and statistical learning via the alternating direction method of multipliers;Boyd;Found. Trends Mach. Learn.,2011

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