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Current State of Methods, Models, and Information Technologies of Genes Expression Profiling Extraction: A Review

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F44555601%3A13440%2F22%3A43897026" target="_blank" >RIV/44555601:13440/22:43897026 - isvavai.cz</a>

  • Result on the web

    <a href="https://www.scopus.com/record/display.uri?eid=2-s2.0-85112596884&origin=resultslist&sort=plf-f" target="_blank" >https://www.scopus.com/record/display.uri?eid=2-s2.0-85112596884&origin=resultslist&sort=plf-f</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-030-82014-5_5" target="_blank" >10.1007/978-3-030-82014-5_5</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Current State of Methods, Models, and Information Technologies of Genes Expression Profiling Extraction: A Review

  • Original language description

    An application of both the DNA microchips tests or RNA molecules sequencing experiments allows us to form the high-dimensional matrix of genes expressions, values of which are proportional to the number of the appropriate type of genes that matched the respectively investigated sample. In the general instance, the number of genes can achieve tens of thousands of ones. This fact calls the necessity to extract the genes which are able to recognize the examined samples with a high resolvable level. In this review, we analyze the current state of works focused on genes expression profiling extraction based on the application of both single methods and hybrid models. The conducted analysis has allowed us to allocate the advantages and shortcomings of the existing techniques and form the tasks which should be solved in this subject area to improve the objectivity of gene expression profiling extraction considering the type of the investigated samples

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

  • Continuities

    I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2022

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    2021 International Scientific Conference &quot;Intellectual Systems of Decision-making and Problems of Computational Intelligence?, Proceedings

  • ISBN

    978-3-030-82013-8

  • ISSN

  • e-ISSN

  • Number of pages

    13

  • Pages from-to

    69-81

  • Publisher name

    Springer Nature

  • Place of publication

    Basel

  • Event location

    Kherson

  • Event date

    May 24, 2021

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article