Top 10 important features with mean decrease in Gini index (A) and distribution of minimal depth (B). by Hyun Kyung Lim (9547300)

“…<p>A higher mean decrease in Gini index indicates higher features importance. …”

ComBat normalization markedly enhances cross-study prediction when the training and test data have divergent feature distributions. by Yilin Gao (4335571)

Realistic applications of merging and integration methods on multiple CRC metagenomic datasets and TB gene expression datasets using RF classifiers with average AUC socres from six... by Yilin Gao (4335571)

Realistic applications of merging and integration methods on multiple CRC metagenomic datasets and TB gene expression datasets using LASSO classifiers with average AUC socres from... by Yilin Gao (4335571)

Realistic applications of merging and integration methods on multiple CRC metagenomic datasets and TB gene expression datasets using XGBoost classifiers with average AUC socres fro... by Yilin Gao (4335571)

Realistic applications of merging and integration methods on multiple CRC metagenomic datasets and TB gene expression datasets using SVM classifiers with average AUC socres from si... by Yilin Gao (4335571)

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)

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

Pre-exposure to mRNA-LNPs decreases antigen levels. by Zhen Qin (411748)

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. …”

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

“…Despite marked baseline metabolic impairment of non-progressors, changes in AUC C-peptide, AUC glucose, AUC C-peptide/AUC glucose, and Index60 did not differ from Ab- relatives during follow-up. …”

Fig 4 - by Zeenat A. Shyr (12107048)

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)

Marking example. by Qingjun Yu (1649473)

ComBat normalization improves cross-study prediction in the presence of batch effects. 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)