Regression Algorithm for Identification of Biomarker Areas in SELDI-TOF Mass Spectra
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14310%2F14%3A00073463" target="_blank" >RIV/00216224:14310/14:00073463 - isvavai.cz</a>
Alternative codes found
RIV/00209805:_____/14:#0000501 RIV/00216208:11150/14:10159219 RIV/60076658:12510/14:43887237
Result on the web
<a href="http://www.ceserp.com/cp-jour/index.php?journal=iji&page=article&op=view&path%5B%5D=2344" target="_blank" >http://www.ceserp.com/cp-jour/index.php?journal=iji&page=article&op=view&path%5B%5D=2344</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Regression Algorithm for Identification of Biomarker Areas in SELDI-TOF Mass Spectra
Original language description
We describe a special regression algorithm for the identification of biomarker areas in SELDI-TOF mass spectra in this paper. Tests in a set of orthogonal polynomial regressions is the basic principle of this approach. Gnostic cluster analysis is then avery effective algorithmic complement, especially, for a case of excessive behavior of a part of (bio)markers. Apart from this another a new way of TIC-normalization of data is proposed in this paper. This new regression algorithm averages results significantly more effectively than software systems used. A very considerable amount of computation was made on a supercomputer.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BA - General mathematics
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
International Journal of Imaging and Robotics
ISSN
2231-525X
e-ISSN
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Volume of the periodical
13
Issue of the periodical within the volume
2
Country of publishing house
IN - INDIA
Number of pages
18
Pages from-to
40-57
UT code for WoS article
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EID of the result in the Scopus database
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