Regularized logistic discrimination with basis expansions for the early detection of Alzheimer's disease based on three-dimensional MRI data

DOI10.1007/s11634-013-0127-5zbMath1402.92262OpenAlexW1968409915MaRDI QIDQ1947051

Yuko Araki, Atsushi Kawaguchi, Fumio Yamashita

Publication date: 12 April 2013

Published in: Advances in Data Analysis and Classification. ADAC (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11634-013-0127-5

zbMATH Keywords

dimension reductionAlzheimer's diseasetuning parameter selectionregularized logistic discriminationthree-dimensional MRI data

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Biomedical imaging and signal processing (92C55)

Related Items (1)

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Uses Software

• gamair

Cites Work

• Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross-validation
• Functional Generalized Linear Models with Images as Predictors
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