ComBat normalization markedly increases cross-study prediction when the studies have batch effects when using LASSO classifiers. by Yilin Gao (4335571)

ComBat normalization markedly increases cross-study prediction when the studies have batch effects when using XGBoost classifiers. by Yilin Gao (4335571)

ComBat normalization markedly increases cross-study prediction when the training and test data have different feature distribution with XGBoost classifiers. by Yilin Gao (4335571)

ComBat normalization markedly increases cross-study prediction when the training and test data have varying degrees of overlap in disease-associated OTUs. by Yilin Gao (4335571)

ComBat normalization markedly increases cross-study prediction when the training and test data have different disease models when using XGBoost classifiers. by Yilin Gao (4335571)

ComBat normalization markedly increases cross-study prediction when the training and test data have different disease models when using LASSO classifiers. by Yilin Gao (4335571)

ComBat normalization markedly increases cross-study prediction when the training and test data have different disease models when using SVM classifiers. by Yilin Gao (4335571)

ComBat normalization increases cross-study prediction when the training and test data have different feature distribution with LASSO classifiers. by Yilin Gao (4335571)

ComBat normalization slightly increases cross-study prediction accuracy when the studies have batch effects when using SVM classifiers. by Yilin Gao (4335571)

rhMG53 decreases membrane damage <i>in vitro</i>. by Brian J. Paleo (8694246)

Significantly Enriched Pathways. by Jiyong Zhang (2498740)

“…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. …”

The Transition from a Compensatory Increase to a Decrease in C-peptide During the Progression to Type 1 Diabetes and Its Relation to Risk by Heba M Ismail (9568748)

Persistence of β-cell responsiveness for over two years in autoantibody-positive children with marked metabolic impairment at screening by Emily K. Sims (5278130)

“…</p> <p><strong>Results:</strong> Longitudinal analyses revealed annualized AUC C-peptide increases in non-progressors vs. decreases in progressors (p≤0.026 for DPT-1 and TNPTP). …”

The ROC curves for the four serum proteins with the highest AUC values. by Matilda Holm (5076659)

Top features with an increased risk of overdose (Logistic regression). by David Warren (3408077)

Cinacalcet administered early in the inactive phase markedly decrease parathyroid Ki-67 index. by Søren Egstrand (10906087)

The AUC values of different sampling methods in the cumulative sample size. by Xi Li (19208)

The parameters of gas exchange markedly decreased in maize <i>zmstomagen1/2</i> mutant compared with in wild type (WT). by Juan-Juan Xu (18590868)

Largest twenty coefficients by absolute value as defined by logistic regression. by Roshan Karri (11060943)

Box plots showing the normalized abundances of the four serum proteins with the highest AUC values in non-PSC controls and PSC patients. by Matilda Holm (5076659)