An intuitive risk factors search algorithm: usage of the Bayesian network technique in personalized medicine

DOI10.1080/02664763.2014.934664OpenAlexW2028640896MaRDI QIDQ5130127

Vladimir B. Sulimov, Evgeny D. Maslennikov, Igor A. Savkin, Marina A. Evdokimova, Valery V. Nosikov, Dmitry A. Zateyshchikov, Alexey V. Sulimov

Publication date: 4 November 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2014.934664

zbMATH Keywords

Bayesian networkspersonalized medicinevariable correlationacute coronary syndromenaive network optimizationTNF gene polymorphism

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• ElemStatLearn
• NESTOR

Cites Work

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• Bayesian diagnosis in expert systems
• A Bayesian method for the induction of probabilistic networks from data
• Bayesian network classifiers
• Bayesian Networks and Decision Graphs
• The Top Ten Algorithms in Data Mining
• Bayesian Reasoning and Machine Learning
• Bayesian Networks and Influence Diagrams

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