Information Technology of Gene Expression Profiles Processing for Purpose of Gene Regulatory Networks Reconstruction

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F44555601%3A13440%2F18%3A43893869" target="_blank" >RIV/44555601:13440/18:43893869 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1109/DSMP.2018.8478452" target="_blank" >http://dx.doi.org/10.1109/DSMP.2018.8478452</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/DSMP.2018.8478452" target="_blank" >10.1109/DSMP.2018.8478452</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Information Technology of Gene Expression Profiles Processing for Purpose of Gene Regulatory Networks Reconstruction

Popis výsledku v původním jazyce

The paper presents the information technology of gene expression profiles processing in order to reconstruct gene regulatory networks. The information technology is presented as a structural block-chart, which contains all stages of studied data processing. DNA microchips of patients, which were studied on different types of diseases, were used as experimental data. The relative criteria of validation for all reconstructed networks were calculated during simulation process. The obtained results show high efficiency of the proposed technology. High values of the validation criteria indicate a high level of the obtained gene networks objectivity

Název v anglickém jazyce

Information Technology of Gene Expression Profiles Processing for Purpose of Gene Regulatory Networks Reconstruction

Popis výsledku anglicky

The paper presents the information technology of gene expression profiles processing in order to reconstruct gene regulatory networks. The information technology is presented as a structural block-chart, which contains all stages of studied data processing. DNA microchips of patients, which were studied on different types of diseases, were used as experimental data. The relative criteria of validation for all reconstructed networks were calculated during simulation process. The obtained results show high efficiency of the proposed technology. High values of the validation criteria indicate a high level of the obtained gene networks objectivity

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

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

Projekt

—

Návaznosti

N - Vyzkumna aktivita podporovana z neverejnych zdroju

Rok uplatnění

2018

Kód důvěrnosti údajů

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

Název statě ve sborníku

Proceedings of the 2018 IEEE Second International Conference on Data Stream Mining &amp; Processing (DSMP)

ISBN

978-1-5386-8175-6

ISSN

—

e-ISSN

neuvedeno

Počet stran výsledku

6

Strana od-do

336-341

Název nakladatele

Publishing House of Lviv Polytechnic National University

Místo vydání

Lviv

Místo konání akce

Lviv

Datum konání akce

21. 8. 2018

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

—