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values decrease » values increased (Expand Search), largest decrease (Expand Search)
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values decrease » values increased (Expand Search), largest decrease (Expand Search)
marked decrease » marked increase (Expand Search)
a mean » _ mean (Expand Search)
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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>"
Published 2025“…The locomotion values (traces and metrics) are in arbitrary units with larger integers representing a greater displacement of the spherical treadmill, the hemodynamic (Hbt) values (traces and metrics) are a percentage change from the normalised baseline (prior to stimulus presentation), and the corresponding time series vector is presented in seconds. …”
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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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Feature importance and beeswarm plot determined by mean absolute SHAP values for the DeepSurv model.
Published 2025“…<p>(A) A comprehensive view of the influence each variable has on model predictions, with N Stage Status ranked on top (B) Bar plot of mean absolute SHAP values by decreasing order of importance</p>…”
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Feature importance and beeswarm plot determined by mean absolute SHAP values for the random survival forest (RSF) model.
Published 2025“…(B) Bar plot of mean absolute SHAP values by decreasing order of importance.…”
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Significantly Enriched Pathways.
Published 2025“…Pathway analysis revealed a marked decrease in expression within certain key metabolic pathways (such as the one-carbon pool by folate) in the NAFLD group, while expression in DNA repair-related pathways (such as non-homologous end joining) was significantly increased. …”
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AUC ROC curve.
Published 2025“…</p><p>Results</p><p>During follow-up, 28 patients had residual PH (42%). A decrease in VG-RVPO after PEA was associated with decrease in mPAP or indexed RV mass post PEA (r = 0.55, p < 0.05 and r = 0.64, p < 0.05, respectively). …”
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