Technique of Gene Expression Profiles Extraction Based on the Complex Use of Clustering and Classification Methods

In this paper, we present the results of the research concerning extraction of informative gene expression profiles from high-dimensional array of gene expressions considering the state of patients’ health using clustering method, ML-based binary classifiers and fuzzy inference system. Applying of t...

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Detalhes bibliográficos

Principais autores:	Sergii Babichev, Jiří Škvor
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2020-08-01
coleção:	Diagnostics
Assuntos:	gene expression profiles lung cancer clustering classification ML-based binary classifiers SOTA clustering algorithm
Acesso em linha:	https://www.mdpi.com/2075-4418/10/8/584
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