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The presented system was tested on five challenging detection setups.
The most challenging detection problem is a sample containing a wide variety of solutes that covers a large range of concentrations and produces very closely spaced, narrow peaks.
Yet another challenging detection problem involves identifying individual dashed/dotted bonds that are drawn to indicate conjugated bonds or stereochemistry in chemical diagrams.
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Basil leaves often have a slight yellow mottling which further challenges detection of downy mildew.
In this study, we applied the GP method to a new challenge: detection of extremely small genomic differences between very closely related cells with the aim of examining within-organism sequence variation.
In this paper, we challenged early detection of yeast and compared the three methods to detect and discriminate yeast cultures using an electronic nose.
However, protein biomarker discovery is challenged by detection sensitivity and low abundance of many functional proteins involved in disease processes.
Wild-type DNA may mask genetic alterations and therefore challenge the detection of tumour-specific alteration.
The complexity of tetrasomic inheritance, including a generally unknown allele dosage at any given locus, challenges the detection of distorted markers and segregation distortion regions in autotetraploid alfalfa.
After treatment, ctDNA concentrations can be low, making detection challenging.
Unfortunately, the endogenous expression levels of SNAREs are often low which makes detection challenging.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com