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The significant accuracy improvement of combinations with Cufflinks in comparison to predictions from Cufflinks alone is due to the fact that Cufflinks does not predict structural genes but only the expressed transcript.
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Thus, improvement of combination chemotherapy is still a clinically meaningful strategy.
Studies addressing transfections could demonstrate an improvement of pulse combinations in contrast to single pulse strategies in vivo [14], [15].
A laser-surface treatment can lead to a further improvement of this combination of properties.
The scoring improvement of the combination of two different methods is not unexpected since it is theoretically founded when they capture different features (Sollich and Krogh, 1996).
An extended ROC analysis based on the positive predictive function can thus be performed in order to directly compare the improvement of the combination of VTIQ and BI-RADS to BI-RADS alone.
Based on the PCR results obtained in the present study we expect an earlier VEGF response, suggesting that an earlier addition may be beneficial in the improvement of this combination therapy.
Nevertheless, we underline that even in aNobii's more challenging setting the relative improvement of machine learning combination of different profile and structural features over the performance of common neighbors is comparable to the improvement obtained in the case of Facebook by previous work.
Table 1 presents the average percentage of GE improvement over BM with different therapies, and the average improvement of individuals' best combination.
Understanding of the mechanisms of PDT-induced angiogenesis will help to optimize the improvement of PDT by combination with angiogenesis inhibitors.
The model is formulated as a bi-objective, mixed-integer optimization problem with constraints on project costs and on the types of improvement combinations admissible at project sites.
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