Automated, High Accuracy Classification of Parkinsonian Disorders: A Pattern Recognition Approach

Probabilistic prediction of neurological disorders with a statistical assessment of neuroimaging data modalities

(2012) M. Filippone et al.   Annals of Applied Statistics

Pattern recognition analyses of brain activation elicited by happy and neutral faces in unipolar and bipolar depression

(2012) Janaina Mourão-Miranda et al.   BIPOLAR DISORDERS

Dissociable effects of methylphenidate, atomoxetine and placebo on regional cerebral blood flow in healthy volunteers at rest: A multi-class pattern recognition approach

(2012) Andre F. Marquand et al.   NEUROIMAGE

Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: A critical review

(2012) Graziella Orrù et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Pattern Recognition and Functional Neuroimaging Help to Discriminate Healthy Adolescents at Risk for Mood Disorders from Low Risk Adolescents

(2012) Janaina Mourão-Miranda et al.   PLoS One

Individual voxel-based subtype prediction can differentiate progressive supranuclear palsy from idiopathic parkinson syndrome and healthy controls

(2011) Niels K. Focke et al.   HUMAN BRAIN MAPPING

A new MRI rating scale for progressive supranuclear palsy and multiple system atrophy: validity and reliability

(2011) Y. Rolland et al.   JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY

Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images

(2011) Carlton Chu et al.   NEUROIMAGE

Diagnostic neuroimaging across diseases

(2011) Stefan Klöppel et al.   NEUROIMAGE

Pattern Classification of Working Memory Networks Reveals Differential Effects of Methylphenidate, Atomoxetine and Placebo in Healthy Volunteers

(2011) Andre F Marquand et al.   NEUROPSYCHOPHARMACOLOGY

Significance of MRI in Diagnosis and Differential Diagnosis of Parkinson’s Disease

(2010) Philipp Mahlknecht et al.   Neurodegenerative Diseases

Automatic detection of preclinical neurodegeneration: Presymptomatic Huntington disease

(2009) S. Kloppel et al.   NEUROLOGY

Regional Brain Stem Atrophy in Idiopathic Parkinson's Disease Detected by Anatomical MRI

(2009) Thomas Jubault et al.   PLoS One

Automated Computer Differential Classification in Parkinsonian Syndromes via Pattern Analysis on MRI

(2008) Simon Duchesne et al.   ACADEMIC RADIOLOGY

Riluzole treatment, survival and diagnostic criteria in Parkinson plus disorders: The NNIPPS Study

(2008) Gilbert Bensimon et al.   BRAIN

Automatic classification of MR scans in Alzheimer's disease

(2008) S. Kloppel et al.   BRAIN

Second consensus statement on the diagnosis of multiple system atrophy

(2008) S. Gilman et al.   NEUROLOGY

Neuroanatomy of verbal working memory as a diagnostic biomarker for depression

(2008) Andre F. Marquand et al.   NEUROREPORT

MR Imaging Index for Differentiation of Progressive Supranuclear Palsy from Parkinson Disease and the Parkinson Variant of Multiple System Atrophy

(2007) Aldo Quattrone et al.   RADIOLOGY

Voxel-based morphometry in autopsy proven PSP and CBD

(2006) Keith A. Josephs et al.   NEUROBIOLOGY OF AGING