HEFT statistics

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Citations per year

Number of citations per year for the bioinformatics software tool HEFT

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This map represents all the scientific publications referring to HEFT per scientific context
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HEFT specifications


Unique identifier OMICS_04594
Alternative name Hidden Expression Factor analysis
Software type Package/Module
Interface Command line interface
Restrictions to use None
Operating system Unix/Linux
Computer skills Advanced
Stability Stable
Maintained Yes


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  • person_outline Jason G. Mezey

Publication for Hidden Expression Factor analysis

HEFT citation


RRmix: A method for simultaneous batch effect correction and analysis of metabolomics data in the absence of internal standards

PLoS One
PMCID: 5491020
PMID: 28662051
DOI: 10.1371/journal.pone.0179530

[…] natural sparsity found in LC-MS data is accounted for by the mixture component, that is, the large number of null effects are accounted for by this approach. The RRmix model is closely related to the Hidden Expression Factor analysis model (HEFT) of Gao et al.[], although the latter does not include this mixture component. Both RRmix and HEFT are implemented using variants of the EM-algorithm. How […]

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HEFT institution(s)
Biological Statistics and Computational Biology, Cornell University, Ithaca, NY, USA; Department of Genetic Medicine, Weill Cornell Medical College, New York, NY, USA

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