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And one way of achieving this is to use multiple analytical tools for measuring the same sample.
While there is no unified standard for analysing high-throughput transcriptome data at present, adopting multiple analytical tools using different algorithms and searching different databases collecting overlapping or unique biological terms may provide confidence and complementation in generating hypothesis [ 14, 16].
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In recent years, rapid advances in DNA sequencing technology coupled with a reference genome for mapping sequences have resulted in multiple powerful next generation genomic analytical tools [ 312].
In Boston, Hakho Lee, director of the Biomedical Engineering Program at the Center for Systems Biology at Massachusetts General Hospital, is taking yet another approach to exosome diagnostics: microfluidics. Lee has developed liquid biopsy analytical tools based on multiple principles over the years, including electrochemical detection, magnetics, acoustics, and more.
As the primary data analytical tools, we used multiple linear regression analysis (symptoms of ADHD as continuous measure) and logistic regression analysis (symptoms of ADHD as dichotomous: > 15 points as clinical cut-off) [ 16].
To this end we combined multiple, freely available tools and advanced statistical analytical tools.
ESTs are a versatile data source and have multiple applications which result from the specific analytical tools and methods accordingly used to process this type of sequence.
Visual depictions of the combined effects of multiple stressors can serve as powerful communication and analytical tools.
Dealing with multiple inputs and multiple outputs is an appealing feature which gives DEA an edge over other analytical tools.
The field of ecological immunology needs analytical tools that can simultaneously summarize variation in multiple measures of immune function.
The P. carnosa genome was annotated using the JGI annotation pipeline, which takes multiple inputs (scaffolds, ESTs, and known genes) and runs several analytical tools for gene prediction and annotation.
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