Hier finden Sie von Know-Center MitarbeiterInnen verfasste wissenschaftliche Publikationen


Cuder Gerald, Baumgartner Christian

A data mining strategy for the search and classification of gene expression data in cancer

ÖGBMT - Jahrestagung 201, ÖGBMT - Österreichische Gesellschaft für Biomedizinische Techni, Hall in Tirol, 2018

Cancer is one of the most uprising diseases in our modern society and is defined by an uncontrolled growth of tissue. This growth is caused by mutation on the cellular level. In this thesis, a data-mining workflow was developed to find these responsible genes among thousands of irrelevant ones in three microarray datasets of different cancer types by applying machine learning methods such as classification and gene selection. In this work, four state-of-the-art selection algorithms are compared with a more sophisticated method, termed Stacked-Feature Ranking (SFR), further increasing the discriminatory ability in gene selection.
Kontakt Karriere

Hiermit erkläre ich ausdrücklich meine Einwilligung zum Einsatz und zur Speicherung von Cookies. Weiter Informationen finden sich unter Datenschutzerklärung

The cookie settings on this website are set to "allow cookies" to give you the best browsing experience possible. If you continue to use this website without changing your cookie settings or you click "Accept" below then you are consenting to this.