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Using IVR to screen for unhealthy behaviors and mental health issues before a visit may minimize the barriers of cost, privacy, literacy, EMR compatibility, and standardization of assessment.
A few key issues, including the reproducibility, reliability, compatibility and standardization of microarray analysis and results, must be critically addressed before any routine usage of microarrays in clinical laboratory and regulated areas.
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The innovation and evolution of network technologies and services to enhance network functionality have traditionally encountered the problems of backward-compatibility and standardization.
In this, we follow David (1987) who identifies compatibility and interface standardization, minimum quality standardization, and variety reduction standardization by categorizing standardization according to the economic problems it solves.
Compatibility and interface standardization introduces technology standards to facilitate communication and ensure product compatibility.
(p. 102) Davenport (2005) Compatibility and interface standardization BPS establishes "the best, easiest, and safest way to do an activity".
Typically, the arrival of infrastructure offers the following benefits: consolidation; standardization; compatibility; and portability.
Available: http://www.benetzkorn.com/2011/11/data-normalization-and-standardization(2011).
Several wired and wireless transmission media are discussed on the basis of criteria like network capacity, reach, compatibility, standardization, maturity and technical and geographical scalability.
It is of great importance to engage stakeholders now, to obtain agreement on a standardized data format (e.g., quality requirements and standardization of reported DNA sequences) that will ensure backward and forward compatibility of genomic information in support of future clinical diagnosis and surveillance.
Equally attractive is its wealth of utopian sociopolitical ideas about beauty and utility, individuality and standardization.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com