<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si3.gif" overflow="scroll"><mml:mrow><mml:msub><mml:mi>ℓ</mml:mi><mml:mrow><mml:mn>2</mml:mn><mml:mo>,</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mspace width="0.16em" /><mml:mo>−</mml:mo><mml:mspace width="0.16em" /><mml:msub><mml:mi>ℓ</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mrow></mml:math> regularized nonlinear multi-task representation learning based cognitive performance prediction of Alzheimer’s disease
Abstract
Alzheimer’s disease (AD) has been not only a substantial financial burden to the health care system but also the emotional hardship to patients and their families. Predicting cognitive performance of subjects from their magnetic resonance imaging (MRI) measures and identifying relevant imaging biomarkers are important research topics in the study of Alzheimer’s disease. Many previous works formulate the prediction task as a linear regression...
Paper Details
Title
<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si3.gif" overflow="scroll"><mml:mrow><mml:msub><mml:mi>ℓ</mml:mi><mml:mrow><mml:mn>2</mml:mn><mml:mo>,</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mspace width="0.16em" /><mml:mo>−</mml:mo><mml:mspace width="0.16em" /><mml:msub><mml:mi>ℓ</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:mrow></mml:math> regularized nonlinear multi-task representation learning based cognitive performance prediction of Alzheimer’s disease
Published Date
Jul 1, 2018
Journal
Volume
79
Pages
195 - 215
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