CLASSIFICATION OF ALZHEIMER DISEASE BASED ON STRUCTURAL MAGNETIC RESONANCE IMAGING BY KERNEL SUPPORT VECTOR MACHINE DECISION TREE

AN MR BRAIN IMAGES CLASSIFIER VIA PRINCIPAL COMPONENT ANALYSIS AND KERNEL SUPPORT VECTOR MACHINE

(2014) Yudong Zhang et al.   Progress in Electromagnetics Research-PIER

Corpus callosum shape changes in early Alzheimer’s disease: an MRI study using the OASIS brain database

(2013) Babak A. Ardekani et al.   Brain Structure & Function

Classification of diffusion tensor images for the early detection of Alzheimer's disease

(2013) Wook Lee et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Performance assessment of different data mining methods in statistical downscaling of daily precipitation

(2013) M. Nasseri et al.   JOURNAL OF HYDROLOGY

Different patterns of gray matter atrophy in early- and late-onset Alzheimer’s disease

(2013) Christiane Möller et al.   NEUROBIOLOGY OF AGING

Selectively and progressively disrupted structural connectivity of functional brain networks in Alzheimer's disease — Revealed by a novel framework to analyze edge distributions of networks detecting disruptions with strong statistical evidence

(2013) Klaus Hahn et al.   NEUROIMAGE

LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer’s disease

(2013) Andrés Ortiz et al.   PATTERN RECOGNITION LETTERS

Progression of Alzheimer’s disease as measured by Clinical Dementia Rating Sum of Boxes scores

(2012) Monique M. Williams et al.   Alzheimers & Dementia

Use of principal component analysis for automatic classification of epileptic EEG activities in wavelet framework

(2012) U. Rajendra Acharya et al.   EXPERT SYSTEMS WITH APPLICATIONS

Gray matter network associated with risk for Alzheimer's disease in young to middle-aged adults

(2012) Gene E. Alexander et al.   NEUROBIOLOGY OF AGING

Classification of Fruits Using Computer Vision and a Multiclass Support Vector Machine

(2012) Yudong Zhang et al.   SENSORS

An effective procedure exploiting unlabeled data to build monitoring system

(2011) Xiukuan Zhao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Acceleration of the alternating least squares algorithm for principal components analysis

(2010) Masahiro Kuroda et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Diagnostic study on arrhythmia cordis based on particle swarm optimization-based support vector machine

(2010) Sheng-wei Fei   EXPERT SYSTEMS WITH APPLICATIONS

Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database

(2010) Rémi Cuingnet et al.   NEUROIMAGE

A hybrid SVM based decision tree

(2010) M. Arun Kumar et al.   PATTERN RECOGNITION

The best approaches in the on-line monitoring of batch processes based on PCA: Does the modelling structure matter?

(2009) J. Camacho et al.   ANALYTICA CHIMICA ACTA

SVM-based CAD system for early detection of the Alzheimer's disease using kernel PCA and LDA

(2009) M.M. López et al.   NEUROSCIENCE LETTERS

Computational load reduction in decision functions using support vector machines

(2009) J. Acevedo-Rodríguez et al.   SIGNAL PROCESSING

Intracranial volume, brain volume, reserve volume and morphological signs of increased intracranial pressure – A post-mortem analysis

(2008) H. Maxeiner et al.   Legal Medicine

Choosing the kernel parameters for support vector machines by the inter-cluster distance in the feature space

(2008) Kuo-Ping Wu et al.   PATTERN RECOGNITION