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We designed our study to find a useful USG pattern for diagnosis and assessment of dyspnea.
Here the coordinated expression levels of a panel of both up- and down-regulated biomarkers were considered to jointly provide a signature pattern for diagnosis.
The representative spectra in the decision tree for the selected diagnostic peaks were shown in the Additional file 2, which showed seven serum peaks in mass pattern for diagnosis of SELDI.
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Use of unique gene patterns for diagnosis has been shown for certain cancers [ 15- 17]; another study showed that various pathogens induced unique gene responses in lymphocytes [ 18] and in dendritic cells [ 19].
These techniques were used in the study of normal subjects to understand brain functioning and in pathological subjects to uncover characteristic pattern useful for diagnosis [41 43].
Regarding clinical application, subjective manual segmentation in SKINCAD is especially useful for images with complicated components, as human eyes are good at pattern recognition for diagnosis, whereas automated segmentation methods sometimes fail.
Barium radiographic studies have suggested the importance of evaluating areae gastricae pattern for the diagnosis of gastritis.
When compared with the reported biomarker patterns used for diagnosis of the simulated IEMs, the model failed to predict the elevated biomarker patterns for 10 IEMs, including hyperprolinemia and glycogen storage disease XI (Supplementary Material, Table S7).
As an interesting development, the analysis of gene expression in monocytes of anti-TNF-α-treated patients with RA may represent a powerful tool to identify regulation patterns applicable for diagnosis and therapy stratification or monitoring [ 45, 46] (Stuhlmuller B, Hernandez MM, Haeupl T, Kuban RJ, Gruetzkau A, Voss JW, Salfeld J, Kinne RW, Burmester GR, unpublished data).
Serum profiling is an attractive approach for finding markers or patterns for cancer diagnosis.
As might be expected, practice patterns for ARF diagnosis vary across countries.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com