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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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Detalles Bibliográficos
Autores principales: Babichev, Sergii, Škvor, Jiří
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7460566/
https://www.ncbi.nlm.nih.gov/pubmed/32806785
http://dx.doi.org/10.3390/diagnostics10080584