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largest decrease » larger decrease (Expand Search), marked decrease (Expand Search)
values increased » cases increased (Expand Search), dalys increased (Expand Search), also increased (Expand Search)
i values » _ values (Expand Search)
largest decrease » larger decrease (Expand Search), marked decrease (Expand Search)
values increased » cases increased (Expand Search), dalys increased (Expand Search), also increased (Expand Search)
i values » _ values (Expand Search)
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ROC curve and AUC value of all models.
Published 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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AUC statistics as calculated from simulated time series. Each statistical metric was calculated within sliding windows, throughout the pre-critical interval. We considered five-, fifteen-, and thirty-day sliding windows. Given that the temperature of the system increased to 12°C on day sixty, we also considered three pre-critical intervals: Days 1 to 60, Days 20 to 60, and Days 30 to 60. To evaluate trends in these metrics, we calculated Kendall’s rank correlation coefficient during the pre-critical interval, 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 tre
Published 2025“…To evaluate trends in these metrics, we calculated Kendall’s rank correlation coefficient during the pre-critical interval, 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 tre</p>…”
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Stages of the growth of the Rips complex for a set of points <i>X</i> for increasing values of the radius of the circles used in computing the complex.
Published 2025“…<p>Stages of the growth of the Rips complex for a set of points <i>X</i> for increasing values of the radius of the circles used in computing the complex.…”
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Data Sheet 1_Increased accrual of diverse patient populations in oncology phase I clinical trials at the University of Colorado Cancer Center.docx
Published 2025“…Compared to 2018-2019, we observed increases in non-English speakers from 1.9% (4/209) to 6.6% (10/152) (p = 0.028) and in translated informed consent forms (ICFs) from 1.4% (3/209) to 5.9% (9/152) (p = 0.033) in 2022-2023. …”
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Simulating the influence of noisy <i>Q</i>-values.
Published 2025“…<p>The human experiment task’s values are smeared with Gaussian noise with increasing standard deviation (stratified into columns). …”
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