بدائل البحث:
values decrease » values increased (توسيع البحث), largest decrease (توسيع البحث)
large decrease » larger decrease (توسيع البحث), marked decrease (توسيع البحث), large increases (توسيع البحث)
auc decrease » a decrease (توسيع البحث), awd decreased (توسيع البحث), ash decreased (توسيع البحث)
values decrease » values increased (توسيع البحث), largest decrease (توسيع البحث)
large decrease » larger decrease (توسيع البحث), marked decrease (توسيع البحث), large increases (توسيع البحث)
auc decrease » a decrease (توسيع البحث), awd decreased (توسيع البحث), ash decreased (توسيع البحث)
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ROC curve and AUC value of all models.
منشور في 2024"…As for Specificity (82.94%) and ROC-AUC (82.13%), the Multilayer Perceptron with SGD optimizer obtained the highest scores. …"
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<b>Supporting data for manuscript</b> "<b>Voluntary locomotion induces an early and remote hemodynamic decrease in the large cerebral veins</b>"
منشور في 2025"…<p dir="ltr">The CSV file 'Eyreetal_DrainingVein_SourceData' contains the averaged time series traces and extracted metrics from individual experiments used across Figures 1-5 in the manuscript "Voluntary locomotion induces an early and remote hemodynamic decrease in the large cerebral veins". The following acronyms included in the CSV file are defined as follows: Hbt is total hemoglobin, Art is artery region, DV is draining vein region, WV is whisker vein region, SEM is standard error mean, TS is time series, max peak is maximum peak, min peak is minima, AUC is area under the curve, WT is wild-type, AD is Alzheimer's disease, ATH is atherosclerosis and MIX is mixed AD/atherosclerosis. …"
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Statistical analysis of the AUC measurement.
منشور في 2025"…<p>Analysis indicated that INSv application significantly changed spontaneous calcium activity (IAsp <i>p</i>-value: 0.1290, INSv <i>p</i>-value: 0.0002). The mean AUC decreased in both samples.…"
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AUC statistics comparing statistical trends in control and test populations.
منشور في 2025"…<p>To evaluate statistical trends, we calculated Kendall’s rank correlation coefficient during the pre-critical interval (here, days one to sixty), and compared control (constant temperature, non-epidemic) and warming (warming treatment, epidemic emergence) coefficients across simulations and experimental populations by calculating the area under the curve (AUC) statistic. Values less than 0.5 suggest that a decrease in the statistical metric indicates emergence, while values greater than 0.5 suggest that an increase in the statistical metric indicates emergence, with more extreme values indicating stronger trends. …"
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Comparative Internal and External AUC Performance Across Single-Site Models.
منشور في 2025"…At Agincourt, the internal AUC is 0.96 (interquartile range (IQR) 0.95–0.97), while the external AUC is 0.88 (IQR 0.86–0.88), demonstrating a statistically significant difference with a decrease of approximately 0.08 in performance when models are externally validated. …"
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Percent difference in Precision-Recall AUC, sensitivity, and specificity for pooled models relative to eBird-only models.
منشور في 2025"…<p>Precision-Recall AUC and sensitivity were higher in all species (positive values); decreases in specificity, present in all species, were more minor (negative values, note differences in x-axis scales between panels).…"
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