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The base-level accuracy of our metastate HMM on the ALLSEQ data is 97%, compared to 86% scoring at the full-exon correct level, indicating that improvement in identification of coding/noncoding transitions would improve results, particularly at start of coding.
The MCI test results with CI recipients showed a general improvement in identification scores with increasing interval size.
After the implementation of FAIR, significant improvement in identification of patients with hypertension (P < .01) and cardiac disease (P < .05) was noted.
Significant improvement in identification of asymptomatic cancers occurred for all readers in this study.
The study could not identify if there were environmental factors including pre- or perinatal adversities associated with this increase in incidence, or whether this was due to an improvement in identification and diagnosis of tic disorders over this time period.
We demonstrated overall improvement in identification of patient safety issues with repeat high-fidelity clinical case-based simulation, however we note that identification rates improve primarily in specific areas such as the evaluation of longitudinal trends and medication errors, but remain poor in other areas.
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A brief screening tool that accurately identifies depression among elderly patients would make the identification of depression in primary care more straightforward, and improvements in identification and treatment of depression in elders might lead to improved function, survival, and quality of life.
Statistical results obtained by analyzing the two problems, and comparative studies with five well-known feature selection techniques, demonstrate that the method developed in this paper can achieve improvements in identification accuracy with lower feature dimensionality.
Despite recent improvements in identification and treatment, sepsis remains a common, costly, and deadly condition at U.S. hospitals.
Information derived from genetic studies could potentially help to reduce the burden of disease in three main ways, ie, the identification of new pharmacologic targets, improvements in identification of high-risk individuals, and pharmacogenomics.
T-test between the ranks of the ALIGNF and PPK shows a P-value of 0.06 which verifies the improvements in identification by ALIGNF over the PPK is indeed significant.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com