Analysis of Antimicrobial Resistance and Sensitivity Patterns for E.Coli and S. Aureus using a Mutual Information Score

被引：1

作者：

Carunta, Alina ^{[1
]}

Plesu, Mihai ^{[1
]}

Carunta, Cristina ^{[2
]}

机构：

[1] West Univ Timisoara, Fac Math & Comp Sci, Dept Comp Sci, Timisoara, Romania

[2] Politehn Univ Timisoara, Fac Automat & Comp, Dept Comp & Informat Technol, Timisoara, Romania

来源：

2021 INTERNATIONAL CONFERENCE ON E-HEALTH AND BIOENGINEERING (EHB 2021), 9TH EDITION | 2021年

关键词：

antimicrobial resistance; bacteria; mutual information score; Escherichia coli; Staphylococcus aureus; MECHANISMS;

D O I：

10.1109/EHB52898.2021.9657601

中图分类号：

R19 [保健组织与事业（卫生事业管理）];

学科分类号：

摘要：

Antimicrobial resistance (AMR) has become a global problem in both human and veterinary medicine which means new efforts are mandatory to understand and control AMR. Thus, the development of new computer tools for a better understanding of this biological phenomenon is needed. This paper aims to analyze patterns of cross-resistance and collateral sensitivity using mutual information scores and networks of interaction between antibiotics belonging to the same class or different classes. The analysis is conducted for data corresponding to different strains of Escherichia coli (E. coli) and Staphylococcus aureus (S. aureus).

引用

页数：4

共 20 条

[1] Combination of photodynamic antimicrobial chemotherapy and ciprofloxacin to combat S. aureus and E. coli resistant biofilms
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Alshraiedeh, Nid'a H.
Masadeh, Majed M.
Alzoubi, Karem H.
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Malohlava, Jakub
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[7] SUGGESTION FOR AN OPTIMAL MODEL FOR E.COLI, S. AUREUS AND C. ALBICANS PRESERVATION AT A STORAGE TEMPERATURE IN THE RANGE OF 4°C TO -20°C
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[8] Synthesis and characterization of porphyrin-MWCNT nanohybrid and its utilization as an antimicrobial agent against S. aureus and E. coli
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[9] Resistance Modulation of Individual and Polymicrobial Culture of S. aureus and E. coli through Nanoparticle-Coupled Antibiotics
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Bashir, Arslan
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Khan, Shanza Rauf
Muneer, Afshan
Nawaz, Attia
Alnajjar, Lina I.
Saeed, Mohd
Alshammari, Nawaf
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[10] Surface plasmon resonance detection of E. coli and methicillin-resistant S. aureus using bacteriophages
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