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Results: We show on three cancer studies that prediction accuracy can be improved when combining both types of variables.
This implies that the prognosis for the breast cancer might be improved when combining the measurement of the HCCR-1 level and the HER2 activity.
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Feature importance analysis indicated that the classification performance of traditional EEG features can be improved when combined with our newly-proposed features from the spatio-temporal domain and the synchronization-based methods.
Our observations also have practical consequences for vaccine development by suggesting MSP3 vaccine efficacy might be improved when combined with the various C-terminus regions of the MSP3 family members to generate a wider range of antibodies acting and to increase vaccine immunogenicity in varied human genetic backgrounds.
The diagnostic performance of bacteriuria may be improved when combined with pyuria.
Thrombocytes thus represent an all-round marker for a "complicated recovery" and adverse outcome, whose discrimination capability and performance may even be improved when combined with other markers.
Furthermore, clinical trials have shown that the efficacy of chemotherapy against colon cancer can be improved when combined with cytokines [ 22- 27].
Thrombocyte counts showed a performance for mortality in trauma patients with slightly better area under the curve (AUC) values (AUC = 0.76) than PCT (AUC = 0.75), which could be improved when combined with leukocyte counts (AUC thrombocytes/leukocytes = 0.8; Fig. 3a).
On the basis of this premise, we initiated a retrospective study of a large cohort of patients to evaluate the prognostic value of MPTD in patients with NPC treated by IMRT and to determine whether the prognostic value of the current T classification system could be improved when combined with assessment of MPTD.
Interestingly, both sensitivity and specificity criteria were improved when combining both datasets X* Z compared to X* or Z alone.
The flexural strength of all composites was improved when combined with glass fiber.
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