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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

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

  • Czech description

Classification

  • Type

    J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

  • CEP classification

    BA - General mathematics

  • OECD FORD branch

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

  • 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

  • EID of the result in the Scopus database