SHAP dependence plots with interaction coloring. by Wentao Yang (205781)

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Screening process diagram. by Wentao Yang (205781)

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SHAP waterfall plot. by Wentao Yang (205781)

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SHAP decision plot. by Wentao Yang (205781)

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LASSO regression visualization plot. by Wentao Yang (205781)

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SHAP dependence plots. by Wentao Yang (205781)

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Tertile stratified subgroup analysis. by Wentao Yang (205781)

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Decreased childhood asthma hospitalizations linked to hotter, drier climate with lower wind speed in drylands by Klézio Silva Monte (20579829)

“…A generalized additive model analyzed the association between these trends, and the Mann-Kendall test determined if trends were increasing, decreasing, or not significant. Thirteen municipalities showed a significant link between hospitalizations and climate variables, especially wind speed, maximum temperature, and humidity. …”

Statistically significant linear increase in use of antidepressants during the observed time period. by Jelena Filimonovic (22305307)

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A set of 5 criteria for the needs of multi-criteria evaluation–combination A. by Roman Vavrek (13200141)

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Spontaneous oxycodone withdrawal initially flattens NREM power rhythms, decreases low frequency and increases high frequency power. by Michael Gulledge (20577135)

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SBP3 KD decreases cytoadhesion of iRBCs to bovine brain endothelial cells (BBECs). by Atefeh Fathi (7370876)

Classification model parameter settings. by Chao Tang (10925)

“…Experiments demonstrate that PCA-CGAN not only achieves stable convergence on a large-scale heterogeneous dataset comprising 43 patients for the first time but also resolves the “dilution effect” problem in data augmentation, avoiding the asymmetric phenomenon where Precision increases while Recall decreases. After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

Loss of <i>Rab23</i> decreases ciliation in MEFs and Tbr1 + intermediate progenitors. by Wan Ying Leong (22075947)

<i>Elsholtzia ciliata</i> extract (ECE) treatment decreases coronavirus-induced plaque formation. by Siyun Lee (17087351)

“…<b>(B)</b> ECE treatment decreases plaque formation in a dose-dependent manner. …”

Structure diagram of ensemble model. by Hongqi Wang (2208238)

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Fitting formula parameter table. by Hongqi Wang (2208238)

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Test plan. by Hongqi Wang (2208238)

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Fitting surface parameters. by Hongqi Wang (2208238)

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Model generalisation validation error analysis. by Hongqi Wang (2208238)

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