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

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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Bibliographic Details
Main Authors: Sergii Babichev, Jiří Škvor
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Diagnostics
Subjects:
gene expression profiles
lung cancer
clustering
classification
ML-based binary classifiers
SOTA clustering algorithm
Online Access:https://www.mdpi.com/2075-4418/10/8/584

Internet

https://www.mdpi.com/2075-4418/10/8/584

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