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2008 21st IEEE International Symposium on Computer-Based Medical Systems
MSPtool: A Versatile Tool for Mass Spectrometry Data Preprocessing
June 17-June 19
ISBN: 978-0-7695-3165-6
| ASCII Text | x | ||
| Francesco Gullo, Giovanni Ponti, Andrea Tagarelli, Giuseppe Tradigo, Pierangelo Veltri, "MSPtool: A Versatile Tool for Mass Spectrometry Data Preprocessing," 2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS), pp. 209-214, 2008 21st IEEE International Symposium on Computer-Based Medical Systems, 2008. | |||
| BibTex | x | ||
| @article{ 10.1109/CBMS.2008.53, author = {Francesco Gullo and Giovanni Ponti and Andrea Tagarelli and Giuseppe Tradigo and Pierangelo Veltri}, title = {MSPtool: A Versatile Tool for Mass Spectrometry Data Preprocessing}, journal ={2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS)}, volume = {0}, year = {2008}, issn = {1063-7125}, pages = {209-214}, doi = {http://doi.ieeecomputersociety.org/10.1109/CBMS.2008.53}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - 2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS) TI - MSPtool: A Versatile Tool for Mass Spectrometry Data Preprocessing SN - 1063-7125 SP209 EP214 A1 - Francesco Gullo, A1 - Giovanni Ponti, A1 - Andrea Tagarelli, A1 - Giuseppe Tradigo, A1 - Pierangelo Veltri, PY - 2008 KW - Mass Spectrometry KW - Mass Spectra KW - MS Preprocessing KW - Clustering KW - Data Mining VL - 0 JA - 2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS) ER - | |||
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CBMS.2008.53
Preprocessing mass spectrometry (MS) data has been recognized as a crucial preliminary phase in order to perform data management and knowledge discovery tasks on mass spectra. The huge dimensionality and heterogeneity of MS data make mandatory the use of tools that are able to guide the user in the MS preprocessing task. However, most MS preprocessing tools are typically designed to perform only some preprocessing steps and are strictly coupled with MS data analysis modules. In this paper, we present Mass Spectra Preprocessing tool (MSPtool), a user-friendly versatile tool for preprocessing MS data. MSPtool provides the user with a wide set of MS preprocessing steps by means of an easy-to-use graphical interface. Also, this tool has been embedded in a time-series-based framework for MS data clustering.
Index Terms:
Mass Spectrometry, Mass Spectra, MS Preprocessing, Clustering, Data Mining
Citation:
Francesco Gullo, Giovanni Ponti, Andrea Tagarelli, Giuseppe Tradigo, Pierangelo Veltri, "MSPtool: A Versatile Tool for Mass Spectrometry Data Preprocessing," cbms, pp.209-214, 2008 21st IEEE International Symposium on Computer-Based Medical Systems, 2008
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