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Automatic Documentation and Mathematical Linguistics

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01.09.2019 | THE JSM METHOD OF AUTOMATED RESEARCH SUPPORT AND ITS APPLICATION IN INTELLIGENT SYSTEMS FOR MEDICINE

Intellectual Mining of Patient Data with Melanoma for Identification of Disease Markers and Critical Genes

verfasst von: D. K. Chebanov, I. N. Mikhailova

Erschienen in: Automatic Documentation and Mathematical Linguistics | Ausgabe 5/2019

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Abstract

Genotypic (DNA mutations) and phenotyping data on patients with melanoma are analyzed to identify markers of early disease diagnosis and critical involved genes. An optimal mining method was chosen from those that are traditionally used in the field. This method allows one to analyze a set of terms. Automatic and interactive approaches were performed, which both allow a considerable reduction in the computational requirements. New melanoma-associated genes and candidate relapse markers were identified. Data mining was performed with the JSM method of automated support of scientific research (JSM ASSR).

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Titel: Intellectual Mining of Patient Data with Melanoma for Identification of Disease Markers and Critical Genes
verfasst von: D. K. Chebanov
I. N. Mikhailova
Publikationsdatum: 01.09.2019
Verlag: Pleiades Publishing
Erschienen in: Automatic Documentation and Mathematical Linguistics / Ausgabe 5/2019
Print ISSN: 0005-1055
Elektronische ISSN: 1934-8371
DOI: https://doi.org/10.3103/S0005105519050066

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Intellectual Mining of Patient Data with Melanoma for Identification of Disease Markers and Critical Genes

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