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learning model » learning models (Expand Search)
model decrease » model disease (Expand Search)
large decrease » larger decrease (Expand Search), large increases (Expand Search), large degree (Expand Search)
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<b>Ensemble learning model identifies </b><b>adaptation classification and turning points</b><b> of river microbial communities in response to heatwaves</b>
Published 2024“…In this study, we proposed four types of pulse temperature-induced <a href="" target="_blank">microbial responses</a> and predicted the possibility of microbial adaptation to high temperature in global rivers using ensemble machine learning models. Our findings suggest that microbial communities in parts of South American (<i>e.g., </i>Brazil and Chile) and Southeast Asian (<i>e.g.…”
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<b>Effect of Marked Weight Loss on Adipose Tissue Biology in People with Obesity and Type 2 Diabetes</b>
Published 2025“…</p><p dir="ltr"><b>Results: </b>Weight loss: <a href="" target="_blank">i) </a><a href="" target="_blank">decreased adipose tissue </a>expression of genes related to extracellular matrix remodeling; ii) decreased adipose tissue expression of SERPINE 1 which encodes plasminogen activator inhibitor-1 (PAI-1); iii) did not decrease adipose tissue immune cell content or expression of genes involved in inflammation; iv) decreased adipose tissue ceramide content; v) decreased plasma <a href="" target="_blank">PAI-1 </a>and leptin concentrations and increased plasma high-molecular weight (HMW) adiponectin; and vi) decreased plasma small extracellular vesicle (sEV) concentration and the sEV content of microRNAs proposed to inhibit insulin action, and completely reversed the inhibitory effect of plasma sEVs on insulin signaling in myotubes.…”
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Comprehensive evaluation of machine-learning models in the training cohort.
Published 2025Subjects: