ProbID statistics

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Citations per year

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Popular tool citations

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Tool usage distribution map

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Associated diseases

Associated diseases

ProbID specifications


Unique identifier OMICS_19526
Name ProbID
Software type Application/Script
Interface Command line interface
Restrictions to use None
Operating system Unix/Linux
Computer skills Advanced
Version 1.2
Stability Stable
Maintained Yes



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ProbID in publications

PMCID: 5477095
PMID: 27923525
DOI: 10.1016/j.schres.2016.11.047

[…]  50 indicating poor functioning; this cut-off was chosen as it is often used to distinguish between poor and good functioning in clinical practice., the data were analysed using svm as implemented in probid software ( svm is a multivariate machine learning technique that allows the classification of indivi […]

PMCID: 4477191
PMID: 26180811
DOI: 10.1155/2015/763965

[…] scores between groups were analyzed using the two-sample t-tests, whereas gender ratio was compared with chi-square test, with significance levels setting at p < 0.05., svm as implemented in the probid software package (, version 1.04) was employed and a linear kernel svm was adopted to classify the diagnostic groups based on their reho maps. the detailed […]

PMCID: 4322468
PMID: 25307488
DOI: 10.1002/hbm.22652

[…] were optimized by maximising the model evidence, a procedure also referred to as type-ii maximum likelihood (see [marquand et al., ] for full details). all gpc analyses were performed using the probid software toolbox (, which relies on the gpml toolbox for gpc inference (, all classifiers were embedded within a leave-one-out […]

PMCID: 3798283
PMID: 24146606
DOI: 10.1371/journal.pcbi.1003271

[…] these connectivity matrices were the input for the following two analyses., classifications were performed, on a pairwise basis, using the pattern recognition of brain image data software package (probid; probid employs a linear kernel support vector machine (svm) algorithm to achieve classification; […]

PMCID: 3787302
PMID: 23969484
DOI: 10.1192/bjp.bp.112.122838

[…] analyses with acc regional (and whole brain) grey matter volume were also performed and reported in online table ds4 given our main focus on pattern recognition using cerebral blood flow., the probid toolbox ( was used to perform the pattern classification analysis of brain imaging data. for pattern […]

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