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

NeuroImage (Orlando, Fla.), 2012-03, Vol.60 (1), p.59-70

2012

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Clinically Applicable Segmentation of Head and Neck Anatomy for Radiotherapy: Deep Learning Algorithm Development and Validation Study

Journal of medical Internet research, 2021-07, Vol.23 (7), p.e26151

2021

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Quantitative prediction of subjective pain intensity from whole-brain fMRI data using Gaussian processes

NeuroImage (Orlando, Fla.), 2010-02, Vol.49 (3), p.2178-2189

2010

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Prognostic and diagnostic potential of the structural neuroanatomy of depression

PloS one, 2009-07, Vol.4 (7), p.e6353-e6353

2009

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The influence of microsatellite polymorphisms in sex steroid receptor genes ESR1, ESR2 and AR on sex differences in brain structure

NeuroImage (Orlando, Fla.), 2020-11, Vol.221, p.117087-117087, Article 117087

2020

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Investigating the use of support vector machine classification on structural brain images of preterm-born teenagers as a biological marker

PloS one, 2015-04, Vol.10 (4), p.e0123108-e0123108

2015

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Quantitative magnetic resonance imaging evidence for altered structural remodeling of the temporal lobe in West syndrome

Epilepsia (Copenhagen), 2015-04, Vol.56 (4), p.608-616

2015

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Decreased premotor cortex volume in victims of urban violence with posttraumatic stress disorder

PloS one, 2012-08, Vol.7 (8), p.e42560-e42560

2012

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Effects of image contrast on functional MRI image registration

NeuroImage (Orlando, Fla.), 2013-02, Vol.67, p.163-174

2013

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Automated analysis of retinal imaging using machine learning techniques for computer vision [version 1; peer review: 2 approved]

F1000 research, 2016, Vol.5, p.1573

2016

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The Neuro Bureau ADHD-200 Preprocessed repository

NeuroImage (Orlando, Fla.), 2017-01, Vol.144 (Pt B), p.275-286

2017

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Face-selective regions differ in their ability to classify facial expressions

NeuroImage (Orlando, Fla.), 2016-04, Vol.130, p.77-90

2016

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Automated analysis of retinal imaging using machine learning techniques for computer vision [version 2; peer review: 2 approved]

F1000 research, 2016-01, Vol.5, p.1573-1573

2016

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PRoNTo: Pattern Recognition for Neuroimaging Toolbox

Neuroinformatics (Totowa, N.J.), 2013-07, Vol.11 (3), p.319-337

2013

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Decoding Neuronal Ensembles in the Human Hippocampus

Current biology, 2009-04, Vol.19 (7), p.546-554

2009

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Automatic classification of MR scans in Alzheimer's disease

Brain (London, England : 1878), 2008-03, Vol.131 (3), p.681-689

2008

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Predicting clinical scores from magnetic resonance scans in Alzheimer's disease

NeuroImage (Orlando, Fla.), 2010-07, Vol.51 (4), p.1405-1413

2010

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Kernel regression for fMRI pattern prediction

NeuroImage (Orlando, Fla.), 2011-05, Vol.56 (2), p.662-673

2011

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Bayesian decoding of brain images

NeuroImage (Orlando, Fla.), 2008, Vol.39 (1), p.181-205

2008

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Accuracy of dementia diagnosis—a direct comparison between radiologists and a computerized method

Brain (London, England : 1878), 2008-11, Vol.131 (11), p.2969-2974

2008

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Foraging under competition: the neural basis of input-matching in humans

The Journal of neuroscience, 2013-06, Vol.33 (23), p.9866-9872

2013

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Interpreting scan data acquired from multiple scanners: A study with Alzheimer's disease

NeuroImage (Orlando, Fla.), 2008-02, Vol.39 (3), p.1180-1185

2008

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White matter connections reflect changes in voluntary-guided saccades in pre-symptomatic Huntington's disease

Brain (London, England : 1878), 2008-01, Vol.131 (1), p.196-204

2008

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Utilizing temporal information in fMRI decoding: Classifier using kernel regression methods

NeuroImage (Orlando, Fla.), 2011-09, Vol.58 (2), p.560-571

2011

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Quantitative magnetic resonance imaging evidence for altered structural remodeling of the temporal lobe in W est syndrome

Epilepsia (Copenhagen), 2015-04, Vol.56 (4), p.608-616

2015

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

Clinically Applicable Segmentation of Head and Neck Anatomy for Radiotherapy: Deep Learning Algorithm Development and Validation Study

Quantitative prediction of subjective pain intensity from whole-brain fMRI data using Gaussian processes

Prognostic and diagnostic potential of the structural neuroanatomy of depression

The influence of microsatellite polymorphisms in sex steroid receptor genes ESR1, ESR2 and AR on sex differences in brain structure

Investigating the use of support vector machine classification on structural brain images of preterm-born teenagers as a biological marker

Quantitative magnetic resonance imaging evidence for altered structural remodeling of the temporal lobe in West syndrome

Decreased premotor cortex volume in victims of urban violence with posttraumatic stress disorder

Effects of image contrast on functional MRI image registration

Automated analysis of retinal imaging using machine learning techniques for computer vision [version 1; peer review: 2 approved]

The Neuro Bureau ADHD-200 Preprocessed repository

Face-selective regions differ in their ability to classify facial expressions

Automated analysis of retinal imaging using machine learning techniques for computer vision [version 2; peer review: 2 approved]

PRoNTo: Pattern Recognition for Neuroimaging Toolbox

Decoding Neuronal Ensembles in the Human Hippocampus

Automatic classification of MR scans in Alzheimer's disease

Predicting clinical scores from magnetic resonance scans in Alzheimer's disease

Kernel regression for fMRI pattern prediction

Bayesian decoding of brain images

Accuracy of dementia diagnosis—a direct comparison between radiologists and a computerized method

Foraging under competition: the neural basis of input-matching in humans

Interpreting scan data acquired from multiple scanners: A study with Alzheimer's disease

White matter connections reflect changes in voluntary-guided saccades in pre-symptomatic Huntington's disease

Utilizing temporal information in fMRI decoding: Classifier using kernel regression methods

Quantitative magnetic resonance imaging evidence for altered structural remodeling of the temporal lobe in W est syndrome

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