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values decrease » values increased (Expand Search), largest decrease (Expand Search)
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i values » _ values (Expand Search)
values decrease » values increased (Expand Search), largest decrease (Expand Search)
cases increased » levels increased (Expand Search), cycles increases (Expand Search)
auc cases » aaa cases (Expand Search), ad cases (Expand Search), all cases (Expand Search)
i values » _ values (Expand Search)
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ROC curve and AUC value of all models.
Published 2024“…In Rio Grande do Norte, Brazil, the <i>RegulaRN Leitos Gerais</i> platform was the information system developed to register requests for bed regulation for COVID-19 cases. …”
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AUC of various models to predict imeglimin efficacy for liver function evaluated by ROC curves.
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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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