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AlzPred-SVV: Free Web Tool for Alzheimer Prediction using Spectroscopy Voxel Volume
Published:
04 December 2015
by MDPI
in MOL2NET'15, Conference on Molecular, Biomed., Comput. & Network Science and Engineering, 1st ed.
congress CHEMBIO.INFO-01: Cheminfo., Chemom., Comput. Quantum Chem. & Bioinfo. Congress, Cambridge, UK-Chapel Hill and Richmond, USA, 2015
Abstract:
Neuroimaging data from magnetic resonance techniques are widely used as non-invasive biomarkers for the evaluation and early diagnosis of Alzheimer’s Disease (AD). Alzheimer Prediction by Spectroscopy Voxel Volume is a free Web tool to predict the AD diagnosis (AlzPred-SVV: http://bio-aims.udc.es/AlzPredSVV.php). The inputs are two variables related to a voxel acquired in the left hippocampus: The total volume and the volume of CSF contained in the voxel. The classification method is based on Machine Learning techniques. The tool is based on an HTML/PHP user interface with a Python/Java implementation of the model.
Keywords: Magnetic Resonance Spectroscopy; Alzheimer’s Disease; Machine-learning; Single-Layer Perceptron;
