AIoutput statistics

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chevron_left Metabolite identification Metabolite identification Statistical analysis Statistical analysis chevron_right
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AIoutput specifications


Unique identifier OMICS_25196
Name AIoutput
Alternative name AIoutput2
Software type Application/Script
Interface Graphical user interface
Restrictions to use None
Operating system Windows
Programming languages Visual Basic
Computer skills Medium
Version 1.30
Stability Stable
Maintained Yes


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  • person_outline Eiichiro Fukusaki <>

Additional information

Publications for AIoutput

AIoutput in publications

PMCID: 5507873
PMID: 28701756
DOI: 10.1038/s41598-017-04701-w

[…] per 100 scans = 35; min. factor (× noise) at the 1st and last iterations = 7 each; min. number of masses at the 1st and last iterations = 10 and 5, respectively. the processed data was imported into aioutput2 version 1.30 ( to deconvolute ion peaks to metabolite-candidate peaks, to convert retention time to retention index […]

PMCID: 5318866
PMID: 28220901
DOI: 10.1038/srep42818

[…] .25 mm i.d. with 0.25-μm film thickness, gl science inc., tokyo, japan) and an aoc-20i autosampler (shimadzu). peaks were detected and aligned using metalign software. obtained data were processed by aioutput software in order to produce a peak matrix, then the peaks were annotated by comparing retention indices and unique mass spectra, with the reference library prepared from authentic standards. […]

PMCID: 4570087
PMID: 26379776
DOI: 10.1186/s13068-015-0330-z

[…] compound memberships in an unsupervised manner to each mass peak, and the peak retention times were adjusted according to compound membership. the adjusted data matrices were then imported into aioutput2 ver.1.29 [] for automated ri-based compound identification and quantification. the parameters used for metalign, msclust and aioutput2 are provided in additional file : table s4. to account […]

PMCID: 4559098
PMID: 26366137
DOI: 10.1007/s11306-015-0784-9

[…] and alignment were performed using the metalign software (wageningen ur, the netherlands). the resultant data were exported in csv format, and then analyzed with in-house analytical software (aioutput), which enables peak identification and semi-quantification using an in-house metabolite library. for semi-quantification, the peak height of a particular ion for each metabolite […]

PMCID: 4192689
PMID: 25257997
DOI: 10.3390/metabo4030722

[…] turnover was divided by the maximum ir of each metabolite., * retention time (rt);** retention index (ri) was calculated in the range from 1000 to 4000; *** peak identification was performed using aioutput., the irs of 60 metabolites are shown in . hierarchical cluster analysis (hca) was used to group the metabolic turnovers of the peaks into six clusters. clusters 1 and 2 appeared […]

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AIoutput institution(s)
Department of Bioengineering, Graduate School of Engineering, Osaka University, Osaka, Japan; Department of Biophysics and Biochemistry, Graduate School of Science, The University of Tokyo, Tokyo, Japan

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