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values decrease » values increased (Expand Search), largest decrease (Expand Search)
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Top 6 cytokines in AUC analysis.
Published 2024“…Univariate and multivariate logistic regression showed that a combination model with IL-6, MMP-3, and TSLP yielded an AUC of 0.828 as top predictors of imminent relapse.…”
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Effect of parameter <i>a</i> on the model equations by increasing and decreasing value of <i>a</i> to 25%.
Published 2022“…<p><b>(a)</b> By increasing the value ‘<i>a</i>’ from 0.107 to 0.134. <b>(b)</b> By decreasing the value ‘<i>a</i>’ from 0.107 to 0.08.…”
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Features selected by the univariate feature selection process more than half of the cross-validation iterations for the CPOnly dataset where the mean magnitude of the logistic regr...
Published 2019“…Negative coefficients (italics text) indicate features for which positive values are associated with a <i>decrease</i> in the predicted sepsis probability. …”
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The Transition from a Compensatory Increase to a Decrease in C-peptide During the Progression to Type 1 Diabetes and Its Relation to Risk
Published 2022“…Median Index60 values of DPT-1 (1.44) and TNPTP (1.05) progressors to type 1 diabetes 1.5 years pre-diagnosis (time of transition from increasing to decreasing AUC C-peptide) were used as thresholds to identify individuals at high risk for type 1 diabetes in the full cohort at baseline (5-year risk of 0.75-0.88 for those above thresholds). …”
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Demographic and ocular features.
Published 2025“…The XGBoost or KNN model using TAS alone achieved the highest AUC (0.74) in five-fold cross-validation.</p><p>Conclusion</p><p>The decrease in TAS levels and the increase in H<sub>2</sub>O<sub>2</sub> and MDA levels are found to be correlated with PCG, and the results indicate that oxidative stress plays a part in congenital glaucoma onset.…”
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Machine learning model to diagnose PCG.
Published 2025“…The XGBoost or KNN model using TAS alone achieved the highest AUC (0.74) in five-fold cross-validation.</p><p>Conclusion</p><p>The decrease in TAS levels and the increase in H<sub>2</sub>O<sub>2</sub> and MDA levels are found to be correlated with PCG, and the results indicate that oxidative stress plays a part in congenital glaucoma onset.…”
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ROC curves of TAS + SOD + MDA to diagnose PCG.
Published 2025“…The XGBoost or KNN model using TAS alone achieved the highest AUC (0.74) in five-fold cross-validation.</p><p>Conclusion</p><p>The decrease in TAS levels and the increase in H<sub>2</sub>O<sub>2</sub> and MDA levels are found to be correlated with PCG, and the results indicate that oxidative stress plays a part in congenital glaucoma onset.…”
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MRI of osteoblastic and chondroblastic osteosarcoma, lack of pretreatment DWI, indicating that ADC values derived from whole-tumor volume can reinforce diagnostic ability.
Published 2020“…(B) Axial FS contrast-enhanced T1WI after treatment shows slight decrease in extraosseous tumor size (thick arrow), interpreted as equivocal in reader 1. …”
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Image_1_Serum Zinc-α2-Glycoprotein Levels Were Decreased in Patients With Premature Coronary Artery Disease.JPEG
Published 2019“…The receiver operating curve (ROC) analysis showed a weak diagnostic performance of serum ZAG for PCAD (AUC = 0.659, 95% CI 0.612–0.705, p < 0.05). At the cutoff value of 7.955 μg/mL serum ZAG, the sensitivity and specificity for differentiating patients with PCAD from controls were 50.5 and 78.0%, respectively. …”