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This approach is particularly designed for classification of datasets with a small number of samples and a high percentage of missing values where available missing value treatment approaches do not usually work well.
The larvae that survived the LC50 value treatment at 24 h of exposure were homogenised in 0.5 ml of homogenised buffer [100 mM phosphate buffer (pH 7.2) and 1% Triton X-100].
Table 4 Various complications in both the groups and their P value Treatment group Total P value Group 1 Group 2 Malunion with cosmetic deformity 6 1 7 0.103 Nonunion 2 0 2 0.492 Scar problems 0 3 3 0.237 Hardware prominence 0 2 2 0.492 Restriction of ROM 1 0 1 0.999 Total 9 (30%) 6 (20%) 15 (25%) 0.371.
The method used to value treatment outcomes is novel.
Our study was limited in that we did not explore if parameters other than baseline value, treatment group and study size contribute to the decrease of the reported effect size over time.
However, a wide range for sensitivity and specificity for stool antigen test was reported depending upon types of commercial test being used, cut-off value, treatment status and interpretation of weakly-positive results [ 5, 9].
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The results showed that in most cases the classifiers trained using the explicit missing value treatments performed better.
This month, a panel of California medical experts met to discuss those potential costs and determined that Sovaldi was a "low-value" treatment in light of its high price tag.
Lee Brown, a former drug czar under President Bill Clinton, told HuffPost that politicians often didn't want to hear his message of valuing treatment over incarceration.
The traditional propensity score method such as matching, stratification and covariance adjustment is mostly used in binary-value treatment [ 11- 13].
In the wild type strain, expression of 381 and 667 genes was up- or downregulated, respectively, in response to H2O2 under aerobic conditions (fold change ≥ 2, FDR q-value treatment ≤ 0.05, Additional file 2: Table S2).
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