بدائل البحث:
lower decrease » larger decrease (توسيع البحث), linear decrease (توسيع البحث), showed decreased (توسيع البحث)
teer decrease » greater decrease (توسيع البحث)
we decrease » _ decrease (توسيع البحث), a decrease (توسيع البحث), nn decrease (توسيع البحث)
lower decrease » larger decrease (توسيع البحث), linear decrease (توسيع البحث), showed decreased (توسيع البحث)
teer decrease » greater decrease (توسيع البحث)
we decrease » _ decrease (توسيع البحث), a decrease (توسيع البحث), nn decrease (توسيع البحث)
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3541
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3542
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3543
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3544
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3545
Neutrophil Superoxide anion production, Heat map for gene expression from neutrophils of CGD patients, and PCA plot for genome-wide gene expression.
منشور في 2025"…Bars and brackets represent mean ± SEM with the number of patients studied below. …"
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3546
S1 File -
منشور في 2025"…Additionally, the significance of extracellular NO on GSIS was studied. …"
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3547
Screw location map.
منشور في 2025"…<div><p>Background and objective</p><p>The use of bone allograft reconstructions after tumor resection can introduce significant complications. Stable fixation is required to decrease the incidence of mechanical complications of segmental bone allografts. …"
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3548
The applied forces and moments.
منشور في 2025"…<div><p>Background and objective</p><p>The use of bone allograft reconstructions after tumor resection can introduce significant complications. Stable fixation is required to decrease the incidence of mechanical complications of segmental bone allografts. …"
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3549
The applied forces and moments for the muscles.
منشور في 2025"…<div><p>Background and objective</p><p>The use of bone allograft reconstructions after tumor resection can introduce significant complications. Stable fixation is required to decrease the incidence of mechanical complications of segmental bone allografts. …"
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3550
6MWT results.
منشور في 2025"…Additionally, VO₂<sub>peak</sub> was decreased in most studies (7/10), falling below 80% of the predicted value, indicating impaired aerobic capacity. …"
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3551
Flowchart of selected studies.
منشور في 2025"…Additionally, VO₂<sub>peak</sub> was decreased in most studies (7/10), falling below 80% of the predicted value, indicating impaired aerobic capacity. …"
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3552
Spirometry results.
منشور في 2025"…Additionally, VO₂<sub>peak</sub> was decreased in most studies (7/10), falling below 80% of the predicted value, indicating impaired aerobic capacity. …"
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3553
Detailed characteristics of included studies.
منشور في 2025"…Additionally, VO₂<sub>peak</sub> was decreased in most studies (7/10), falling below 80% of the predicted value, indicating impaired aerobic capacity. …"
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3554
Risk of bias assessment of included studies.
منشور في 2025"…Additionally, VO₂<sub>peak</sub> was decreased in most studies (7/10), falling below 80% of the predicted value, indicating impaired aerobic capacity. …"
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3555
VO<sub>2peak</sub> results.
منشور في 2025"…Additionally, VO₂<sub>peak</sub> was decreased in most studies (7/10), falling below 80% of the predicted value, indicating impaired aerobic capacity. …"
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3556
Pediatric CPP with Praat and ADSV (Joshi et al., 2025)
منشور في 2025"…Age and <i>F</i>0 are significant predictors of CPP; however, the observed increase in CPP with increasing age in males is primarily due to the substantial decrease in <i>F</i>0 postpuberty. …"
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3557
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3558
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3559
Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML
منشور في 2025"…The important findings of our studies are as follows: (i) there is no effect of threshold optimization on ranking metrics such as AUC and AUPR, but AUC and AUPR get affected by class-weighting and SMOTTomek; (ii) for ML methods RF and SVM, significant percentage improvement up to 375, 33.33, and 450 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy, which are suitable for performance evaluation of imbalanced data sets; (iii) for AutoML libraries AutoGluon-Tabular and H2O AutoML, significant percentage improvement up to 383.33, 37.25, and 533.33 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy; (iv) the general pattern of percentage improvement in balanced accuracy is that the percentage improvement increases when the class ratio is systematically decreased from 0.5 to 0.1; in the case of F1 score and MCC, maximum improvement is achieved at the class ratio of 0.3; (v) for both ML and AutoML with balancing, it is observed that any individual class-balancing technique does not outperform all other methods on a significantly higher number of data sets based on F1 score; (vi) the three external balancing techniques combined outperformed the internal balancing methods of the ML and AutoML; (vii) AutoML tools perform as good as the ML models and in some cases perform even better for handling imbalanced classification when applied with imbalance handling techniques. …"
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3560