Published in IEEE Trans Med Imaging on September 11, 2013
Clinical prediction from structural brain MRI scans: a large-scale empirical study. Neuroinformatics (2015) 0.92
Profiling persistent tubercule bacilli from patient sputa during therapy predicts early drug efficacy. BMC Med (2016) 0.80
Studying depression using imaging and machine learning methods. Neuroimage Clin (2015) 0.77
Relevant feature set estimation with a knock-out strategy and random forests. Neuroimage (2015) 0.76
Diagnostic classification of specific phobia subtypes using structural MRI data: a machine-learning approach. J Neural Transm (Vienna) (2014) 0.76
Kernel-based Joint Feature Selection and Max-Margin Classification for Early Diagnosis of Parkinson's Disease. Sci Rep (2017) 0.75
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A review of feature selection techniques in bioinformatics. Bioinformatics (2007) 13.51
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A meta-analytic study of changes in brain activation in depression. Hum Brain Mapp (2008) 3.19
Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns. Neuroimage (2008) 3.01
Frontocingulate dysfunction in depression: toward biomarkers of treatment response. Neuropsychopharmacology (2010) 2.97
Brain volume abnormalities in major depressive disorder: a meta-analysis of magnetic resonance imaging studies. Hum Brain Mapp (2009) 2.55
Classification of structural images via high-dimensional image warping, robust feature extraction, and SVM. Med Image Comput Comput Assist Interv (2005) 2.05
A quantitative meta-analysis of fMRI studies in bipolar disorder. Bipolar Disord (2011) 2.03
Gray matter abnormalities in Major Depressive Disorder: a meta-analysis of voxel based morphometry studies. J Affect Disord (2011) 2.01
The impact of temporal compression and space selection on SVM analysis of single-subject and multi-subject fMRI data. Neuroimage (2006) 1.89
Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns. Neuroimage (2008) 1.83
Brain reading using full brain support vector machines for object recognition: there is no "face" identification area. Neural Comput (2008) 1.74
Diagnostic neuroimaging across diseases. Neuroimage (2011) 1.66
Gene selection from microarray data for cancer classification--a machine learning approach. Comput Biol Chem (2005) 1.64
Multiclass classification of microarray data with repeated measurements: application to cancer. Genome Biol (2003) 1.55
Emotional valence modulates brain functional abnormalities in depression: evidence from a meta-analysis of fMRI studies. Neurosci Biobehav Rev (2012) 1.37
A meta-analysis of neurofunctional imaging studies of emotion and cognition in major depression. Neuroimage (2012) 1.27
Integrating neurobiological markers of depression. Arch Gen Psychiatry (2010) 1.24
Voxelwise meta-analysis of gray matter reduction in major depressive disorder. Prog Neuropsychopharmacol Biol Psychiatry (2011) 1.12
ODVBA: optimally-discriminative voxel-based analysis. IEEE Trans Med Imaging (2011) 1.11
Female children with autism spectrum disorder: an insight from mass-univariate and pattern classification analyses. Neuroimage (2011) 1.07
The relevance voxel machine (RVoxM): a self-tuning Bayesian model for informative image-based prediction. IEEE Trans Med Imaging (2012) 1.01
Computer-aided diagnosis of Alzheimer's disease using support vector machines and classification trees. Phys Med Biol (2010) 1.01
Diagnosis of brain abnormality using both structural and functional MR images. Conf Proc IEEE Eng Med Biol Soc (2006) 0.90
Detecting stable distributed patterns of brain activation using Gini contrast. Neuroimage (2010) 0.90
Discrimination of AD and normal subjects from MRI: anatomical versus statistical regions. Neurosci Lett (2010) 0.88
Model-based feature construction for multivariate decoding. Neuroimage (2010) 0.85
Distributed representation of tone frequency in highly decodable spatio-temporal activity in the auditory cortex. Neural Netw (2011) 0.79
Prediction of Successful Memory Encoding from fMRI Data. Med Image Comput Comput Assist Interv (2008) 0.78
Genetic evidence for an East Asian origin of domestic dogs. Science (2002) 7.25
A detailed picture of the origin of the Australian dingo, obtained from the study of mitochondrial DNA. Proc Natl Acad Sci U S A (2004) 3.67
Prevalence of drug-resistant HIV-1 variants in untreated individuals in Europe: implications for clinical management. J Infect Dis (2005) 3.52
Quantitative deep sequencing reveals dynamic HIV-1 escape and large population shifts during CCR5 antagonist therapy in vivo. PLoS One (2009) 3.40
mtDNA data indicate a single origin for dogs south of Yangtze River, less than 16,300 years ago, from numerous wolves. Mol Biol Evol (2009) 3.23
Relative dominance of Gag p24-specific cytotoxic T lymphocytes is associated with human immunodeficiency virus control. J Virol (2006) 3.20
Transmission of single HIV-1 genomes and dynamics of early immune escape revealed by ultra-deep sequencing. PLoS One (2010) 3.02
Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: a critical review. Neurosci Biobehav Rev (2012) 2.82
Canonical correlation analysis: an overview with application to learning methods. Neural Comput (2004) 2.82
Viral linkage in HIV-1 seroconverters and their partners in an HIV-1 prevention clinical trial. PLoS One (2011) 2.36
Pattern classification of sad facial processing: toward the development of neurobiological markers in depression. Biol Psychiatry (2007) 2.32
Investigating the predictive value of whole-brain structural MR scans in autism: a pattern classification approach. Neuroimage (2009) 2.28
A jumping profile Hidden Markov Model and applications to recombination sites in HIV and HCV genomes. BMC Bioinformatics (2006) 2.25
Neural hyporesponsiveness and hyperresponsiveness during immediate and delayed reward processing in adult attention-deficit/hyperactivity disorder. Biol Psychiatry (2008) 2.04
Dynamics of HIV-1 quasispecies during antiviral treatment dissected using ultra-deep pyrosequencing. PLoS One (2010) 2.04
Consensus paper of the WFSBP Task Force on Biological Markers: biological markers in depression. World J Biol Psychiatry (2007) 1.93
Recombination rate and selection strength in HIV intra-patient evolution. PLoS Comput Biol (2010) 1.73
Asymmetrical hippocampal connectivity in mesial temporal lobe epilepsy: evidence from resting state fMRI. BMC Neurosci (2010) 1.70
Patient classification as an outlier detection problem: an application of the One-Class Support Vector Machine. Neuroimage (2011) 1.69
The role of recombination in the emergence of a complex and dynamic HIV epidemic. Retrovirology (2010) 1.69
Source localization (LORETA) of the error-related-negativity (ERN/Ne) and positivity (Pe). Brain Res Cogn Brain Res (2004) 1.64
jpHMM: improving the reliability of recombination prediction in HIV-1. Nucleic Acids Res (2009) 1.61
jpHMM at GOBICS: a web server to detect genomic recombinations in HIV-1. Nucleic Acids Res (2006) 1.58
Tracing the HIV-1 subtype B mobility in Europe: a phylogeographic approach. Retrovirology (2009) 1.58
Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease. Neuroimage (2009) 1.55
Decombinator: a tool for fast, efficient gene assignment in T-cell receptor sequences using a finite state machine. Bioinformatics (2013) 1.54
Unequal evolutionary rates in the human immunodeficiency virus type 1 (HIV-1) pandemic: the evolutionary rate of HIV-1 slows down when the epidemic rate increases. J Virol (2007) 1.47
Movement activity based classification of animal behaviour with an application to data from cheetah (Acinonyx jubatus). PLoS One (2012) 1.42
Dynamic correlation between intrahost HIV-1 quasispecies evolution and disease progression. PLoS Comput Biol (2008) 1.39
Neural response to reward anticipation is modulated by Gray's impulsivity. Neuroimage (2009) 1.27
The calculated genetic barrier for antiretroviral drug resistance substitutions is largely similar for different HIV-1 subtypes. J Acquir Immune Defic Syndr (2006) 1.27
HIV-1 viral load determination based on reverse transcriptase activity recovered from human plasma. J Med Virol (2003) 1.25
Integrating neurobiological markers of depression. Arch Gen Psychiatry (2010) 1.24
Improved HIV-1 viral load determination based on reverse transcriptase activity recovered from human plasma. J Med Virol (2005) 1.24
PCR-induced transitions are the major source of error in cleaned ultra-deep pyrosequencing data. PLoS One (2013) 1.23
Simulation of near-infrared light absorption considering individual head and prefrontal cortex anatomy: implications for optical neuroimaging. PLoS One (2011) 1.21
Classification of hepatitis C virus and human immunodeficiency virus-1 sequences with the branching index. J Gen Virol (2008) 1.19
Extracting diagnoses and investigation results from unstructured text in electronic health records by semi-supervised machine learning. PLoS One (2012) 1.18
Agent-based and phylogenetic analyses reveal how HIV-1 moves between risk groups: injecting drug users sustain the heterosexual epidemic in Latvia. Epidemics (2012) 1.18
Early-stage face processing dysfunction in patients with schizophrenia. Am J Psychiatry (2004) 1.16
Additive effects of serotonin transporter and tryptophan hydroxylase-2 gene variation on emotional processing. Cereb Cortex (2006) 1.14
Pattern recognition analyses of brain activation elicited by happy and neutral faces in unipolar and bipolar depression. Bipolar Disord (2012) 1.11
Functional near-infrared spectroscopy: a long-term reliable tool for measuring brain activity during verbal fluency. Neuroimage (2008) 1.10
Application of functional near-infrared spectroscopy in psychiatry. Neuroimage (2013) 1.10
Neural correlates of sad faces predict clinical remission to cognitive behavioural therapy in depression. Neuroreport (2009) 1.09
CCR5 use by human immunodeficiency virus type 1 is associated closely with the gp120 V3 loop N-linked glycosylation site. J Gen Virol (2006) 1.08
Dynamics of two separate but linked HIV-1 CRF01_AE outbreaks among injection drug users in Stockholm, Sweden, and Helsinki, Finland. J Virol (2010) 1.08
Reduced lateral prefrontal activation in adult patients with attention-deficit/hyperactivity disorder (ADHD) during a working memory task: a functional near-infrared spectroscopy (fNIRS) study. J Psychiatr Res (2008) 1.08
Identification of a blood-based biomarker panel for classification of Alzheimer's disease. Int J Neuropsychopharmacol (2011) 1.07
Regional brain activation changes and abnormal functional connectivity of the ventrolateral prefrontal cortex during working memory processing in adults with attention-deficit/hyperactivity disorder. Hum Brain Mapp (2009) 1.06
Rapid epidemic spread of HIV type 1 subtype A1 among intravenous drug users in Latvia and slower spread of subtype B among other risk groups. AIDS Res Hum Retroviruses (2004) 1.06
Influence of functional variant of neuronal nitric oxide synthase on impulsive behaviors in humans. Arch Gen Psychiatry (2009) 1.06
Unsupervised analysis of fMRI data using kernel canonical correlation. Neuroimage (2007) 1.04
Towards estimation of HIV-1 date of infection: a time-continuous IgG-model shows that seroconversion does not occur at the midpoint between negative and positive tests. PLoS One (2013) 1.04
Identification of two CRF11-cpx genomes and two preliminary representatives of a new circulating recombinant form (CRF13-cpx) of HIV type 1 in Cameroon. AIDS Res Hum Retroviruses (2002) 1.01
Impairment in episodic and chronic cluster headache. Cephalalgia (2010) 1.00
HIV biological variability unveiled: frequent isolations and chimeric receptors reveal unprecedented variation of coreceptor use. AIDS (2003) 1.00
Brain plasticity for verbal and visual memories in patients with mesial temporal lobe epilepsy and hippocampal sclerosis: an fMRI study. Hum Brain Mapp (2011) 0.98
Association between reward-related activation in the ventral striatum and trait reward sensitivity is moderated by dopamine transporter genotype. Hum Brain Mapp (2010) 0.98
Differential activation of frontal and parietal regions during visual word recognition: an optical topography study. Neuroimage (2008) 0.97
Characterization of novel recombinant HIV-1 genomes using the branching index. Virology (2003) 0.97
Neuroimaging in psychiatry: from bench to bedside. Front Hum Neurosci (2009) 0.96
Variability of (functional) hemodynamics as measured with simultaneous fNIRS and fMRI during intertemporal choice. Neuroimage (2013) 0.95
Comparative analysis of hepatitis C virus phylogenies from coding and non-coding regions: the 5' untranslated region (UTR) fails to classify subtypes. Virol J (2006) 0.95
Genetic characterization of the Guinea-Bissau family of Mycobacterium tuberculosis complex strains. Microbes Infect (2004) 0.95
Altered parietal brain oxygenation in Alzheimer's disease as assessed with near-infrared spectroscopy. Am J Geriatr Psychiatry (2010) 0.95
Automated, high accuracy classification of Parkinsonian disorders: a pattern recognition approach. PLoS One (2013) 0.95
Introduction of HIV type 1 into an isolated population: molecular epidemiologic study from Greenland. AIDS Res Hum Retroviruses (2007) 0.95
Unconscious manipulation of free choice in humans. Conscious Cogn (2005) 0.95
Enhancement of activity of the primary visual cortex during processing of emotional stimuli as measured with event-related functional near-infrared spectroscopy and event-related potentials. Hum Brain Mapp (2008) 0.95
Link between the X4 phenotype in human immunodeficiency virus type 1-infected mothers and their children, despite the early presence of R5 in the child. J Infect Dis (2002) 0.95
Reduced prefrontal oxygenation in Alzheimer disease during verbal fluency tasks. Am J Geriatr Psychiatry (2007) 0.94
Far field potentials from brain stem after transcutaneous vagus nerve stimulation: optimization of stimulation and recording parameters. J Neural Transm (Vienna) (2009) 0.94
Face-specific event-related potential in humans is independent from facial expression. Int J Psychophysiol (2002) 0.94
Implicit emotion regulation in the presence of threat: neural and autonomic correlates. Neuroimage (2013) 0.94
A multiple-alignment based primer design algorithm for genetically highly variable DNA targets. BMC Bioinformatics (2013) 0.94
Diminished prefrontal oxygenation with normal and above-average verbal fluency performance in adult ADHD. J Psychiatr Res (2008) 0.94
Source localization of early stages of face processing. Brain Topogr (2005) 0.93
HIV-2 genetic evolution in patients with advanced disease is faster than that in matched HIV-1 patients. J Virol (2010) 0.93
Baseline activity predicts working memory load of preceding task condition. Hum Brain Mapp (2012) 0.92
Norovirus strains belonging to the GII.4 genotype dominate as a cause of nosocomial outbreaks of viral gastroenteritis in Sweden 1997--2005. Arrival of new variants is associated with large nation-wide epidemics. J Clin Virol (2008) 0.91
Pattern classification of response inhibition in ADHD: toward the development of neurobiological markers for ADHD. Hum Brain Mapp (2013) 0.91
Cortical activation during two verbal fluency tasks in schizophrenic patients and healthy controls as assessed by multi-channel near-infrared spectroscopy. Psychiatry Res (2007) 0.91
Aging-related cortical reorganization of verbal fluency processing: a functional near-infrared spectroscopy study. Neurobiol Aging (2012) 0.90
Phylogenetic analysis of the Latvian HIV-1 epidemic. AIDS Res Hum Retroviruses (2012) 0.90
Multiple HIV-1 introductions into the Swedish intravenous drug user population. Infect Genet Evol (2008) 0.89