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Classification of mild cognitive impairment and Alzheimer’s Disease with machine-learning techniques using 1H Magnetic Resonance Spectroscopy data 

Munteanu, Cristian-Robert; Fernández-Lozano, Carlos; Mato-Abad, Virginia; Pita-Fernández, Salvador; Álvarez-Linera, Juan; Hernández-Tamames, Juan Antonio; Pazos, A. (Elsevier, 2015-03-30)
[Abstract] Several magnetic resonance techniques have been proposed as non-invasive imaging biomarkers for the evaluation of disease progression and early diagnosis of Alzheimer’s Disease (AD). This work is the first ...

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AuthorFernández-Lozano, Carlos (1)
Hernández-Tamames, Juan Antonio (1)
Mato-Abad, Virginia (1)
Munteanu, Cristian-Robert (1)
Pazos, A. (1)
Pita-Fernández, Salvador (1)
Álvarez-Linera, Juan (1)
Subject
Alzheimer’s disease (1)
Machine learning (1)
Magnetic resonance spectroscopy (1)Metabolite (1)Single-layer perceptron (1)... View MoreDate Issued
2015 (1)
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