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Proteomics is closely linked, but it is a distinctly different analytical approach from other developing 'omic' sciences, such as genomics, metabolomics and transcriptomics, and together with the bioinformatics required to integrate the data output of analysis is integral to a systems biology approach.
Blood analysis is integral to medicine.
This work is thus an example of quality by design (QbD) principles where a systematic mechanistic understanding combined with multivariate analysis is integral to process development.
Good experimental design and appropriate analysis is integral to maximising the power of any NGS study.
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Statistical analysis is an integral part of creating an emotional speech corpus.
Reliability analysis is an integral part of system design and operating.
Needs analysis is an integral part of ESP courses for syllabus design, materials development, teaching and testing issues.
Cavitation is shown to increase the rate of fatigue on the system and has the potential to lead to unanticipated failures if proper cavitation analysis is not integral to the MHK turbine design process.
Yet statistical analysis of this type is integral to the adoption of any treatment algorithm.
Also highlighted was that the process of model optimization using sensitivity analysis and parameter optimization is integral to development of robust PBPK models and must be conducted recognizing information gaps and consequences on model utilization.
Being able to view all of the parameters spatially coregistered is integral to multiparametric analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com