Title :
Tutorials PRNI 2013 [3 abstracts]
Abstract :
These tutorials discuss the following: Introduction to the Early Detection of Schizophrenia and Alzheimer´s disease; An introduction to Regularized Risk Minimization for Predicting from Neuroimaging Data; and Alternatives to Support Vector Machines in Neuroimaging: Ensembles of Decision Trees for Classification and Information Mapping.
Keywords :
biomedical MRI; brain; decision trees; diseases; feature extraction; image classification; learning (artificial intelligence); medical image processing; neurophysiology; risk management; support vector machines; Alzheimer´s disease; PRoNTo toolbox; Schizophrenia early detection; brain information mapping; classification; decision trees; fMRI; feature reduction; machine learning; neuroimaging data; regularized risk minimization; structural MRI data; support vector machine; tree ensemble; Brain models; Magnetic resonance imaging; Neuroimaging; Risk management; Tutorials; Vegetation;
Conference_Titel :
Pattern Recognition in Neuroimaging (PRNI), 2013 International Workshop on
Conference_Location :
Philadelphia, PA
DOI :
10.1109/PRNI.2013.9
