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With regard to the type of data used for model development, the BAR score and VGNW model were built using clinical datasets, and the Medicare model was developed using administrative data.
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Given that different patient groups now appear to have widely varying patterns of risk associated with weekend admission, finer-grained studies using clinical datasets are urgently needed, especially to better model severity and comorbidity and its influence on mortality.
It has been suggested that using clinical datasets for risk model development is more appropriate than using administrative datasets.
This index was previously derived and validated from the InCHIANTI dataset, using clinical tests of pressure and vibration sensitivity, ankle proprioception, and graphesthesia as previously described (22).
SVM-RFE is used to find discriminate relationships within clinical datasets and within gene expression datasets created from micro-arrays of tumor versus normal tissues.
The performance is tested and validated using clinical 3-D angiography images of the human cerebrovasculature as well as synthetic datasets.
The segmentation algorithm was evaluated using 10 clinical datasets (aligned MR and CT pairs).
Some of the methods employed include a training dataset with commonly used clinical synonyms and abbreviations, and context search.
Using real clinical datasets, we found that the number of subgroups detected varied, the certainty of classifying individuals into those subgroups varied to some extent, that the findings had perfect reproducibility, that some computer programs were easier to use and that the interpretability of the presentation of findings also varied across programs.
They compiled a section heading recognition corpus on the i2b2 2014 clinical dataset and used it to evaluate the performance of the developed system.
We use two clinical datasets: FL (Fig. 4) and DLBCL (Fig. 5).
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