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Instead of using statistical diagnostics to evaluate models, the model's operating characteristics determine the quality of the model.
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The values got were validated using statistical diagnostic software MedCalc version 15.2.2 (MedCalc Software bvba, Belgium).
These parameters are subsequently correlated to histopathologic diagnosis and analyzed using statistical methods to develop quantitative diagnostic algorithms.
We also will use statistical modeling to identify diagnostic features that best predict CTE pathology.
These systems differ from traditional public health surveillance methods, which rely upon reported disease-specific diagnoses and instead use statistical algorithms to detect aberrations in pre-diagnostic data.
To compare datasets across multiple diseases, they used a custom meta-analysis strategy for diagnostic biomarker selection using statistical significance (P < 0.01), rather than the preferable gene expression size effects between each group of patients versus healthy controls.
The 2 diagnostic tools were compared using statistical analysis.SAHS was defined by an obstructive apnea-hypopnea index (OAHI) of 3 or more in overnight PSG and a respiratory disturbance index (RDI) of 3 or more in respiratory polygraphy.
Diagnostic classifiers were developed using statistical pattern recognition for the entire age range and for specific age ranges and were tested using cross-validation and by application to a separate cohort of recordings not used in the development process.
The final model, consisting of only significant variables, was finally checked using standard statistical diagnostics [34].
We next performed AUC analysis, the most commonly used statistical method for determining accuracies of diagnostic tests (Henderson, 1993).
Based on these data, we used two statistical approaches to assess diagnostic consistency in ALS.
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