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If we apply big data machine learning techniques to all of that data, while complying with HIPAA patient confidentiality, could medical professionals detect patterns and susceptibilities in families and individuals before they become a problem?
An updated local antibiogram for each hospital and each ICU based on local bacteriological patterns and susceptibilities is essential to guide optimally dosed initial empiric therapy [ 1].
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Here we present a simplistic description of malaria transmission that does not encompass features such as heterogeneity (both at the level of host contact patterns and susceptibility) and stochasticity.
The transmissibility depends on infectiousness of disease agents, contact patterns, and susceptibility of host [ 1, 73, 86, 87] and these factors alter with environmental conditions.
They say that future studies should also investigate exposures among women and children, who may differ from men in exposure patterns and susceptibility.
We did not find a general correlation between antibiotic-resistance patterns and susceptibility to SAS-containing products, consistent with earlier reports [ 41].
Actually, much effort has been made to search for the seasonal forcing that was induced from the variation in contact patterns and susceptibility of host populations [ 4, 8, 19].
The presence of this R/M region would suggest implications for the methylation pattern and susceptibility of these genomes towards the HsdR restriction enzyme.
Clinicians should be aware of the changing virulence patterns and antimicrobial susceptibility patterns of MRSA in their local areas.
In the present research, GBS isolates were serotyped by both phenotypic and genotypic approaches and further characterized for their virulence patterns and antibiotic susceptibility profiles.
Persuasive evidence indicates that several dietary factors, such as alcohol, can modulate DNA methylation patterns and increase susceptibility to disease, including cancer, by altering one-carbon metabolism (Choi and Friso 2010).
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