Alzheimer’s Disease Computer-Aided Diagnosis: Histogram-Based Analysis of Regional MRI Volumes for Feature Selection and Classification

Author:

Ruiz Elena1,Ramírez Javier2,Górriz Juan Manuel2,Casillas Jorge1,

Affiliation:

1. Department of Computer Science and Artificial Intelligence; DaSCI (Data Science and Computational Intelligence Research Institute); University of Granada, Granada, Spain

2. Department of Signal Theory, Networking and Communications; DaSCI (Data Science and Computational Intelligence Research Institute); University of Granada, Granada, Spain

Publisher

IOS Press

Subject

Psychiatry and Mental health,Geriatrics and Gerontology,Clinical Psychology,General Medicine,General Neuroscience

Reference71 articles.

1. World Heath Organization (2012) Dementia: A public health priority. World Health Organization.

2. Alzheimer’s disease and the β-amyloid peptide;Murphy;J Alzheimers Dis,2010

3. Rician noise attenuation in the wavelet packet transformed domain for brain MRI;Pérez;Integr Comput Aided Eng,2014

4. Self-supervised MRI tissue segmentation by discriminative clustering;Goncalves;Int J Neural Syst,2014

5. A longitudinal EEG study of Alzheimer’s disease progression based on a complex network approach;Morabito;Int J Neural Syst,2015

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