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step decrease » sizes decrease (Expand Search), teer decrease (Expand Search), we decrease (Expand Search)
a decrease » _ decrease (Expand Search), _ decreased (Expand Search), _ decreases (Expand Search)
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4781
Ferroptosis Induction by a New Pyrrole Derivative in Triple Negative Breast Cancer and Colorectal Cancer
Published 2025“…Furthermore, lactoperoxidase, malondialdehyde, and Fe(II) levels significantly increased in <b>12</b>-treated tissues, whereas superoxide dismutase concentrations decreased. …”
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4782
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4783
Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML
Published 2025“…The important findings of our studies are as follows: (i) there is no effect of threshold optimization on ranking metrics such as AUC and AUPR, but AUC and AUPR get affected by class-weighting and SMOTTomek; (ii) for ML methods RF and SVM, significant percentage improvement up to 375, 33.33, and 450 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy, which are suitable for performance evaluation of imbalanced data sets; (iii) for AutoML libraries AutoGluon-Tabular and H2O AutoML, significant percentage improvement up to 383.33, 37.25, and 533.33 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy; (iv) the general pattern of percentage improvement in balanced accuracy is that the percentage improvement increases when the class ratio is systematically decreased from 0.5 to 0.1; in the case of F1 score and MCC, maximum improvement is achieved at the class ratio of 0.3; (v) for both ML and AutoML with balancing, it is observed that any individual class-balancing technique does not outperform all other methods on a significantly higher number of data sets based on F1 score; (vi) the three external balancing techniques combined outperformed the internal balancing methods of the ML and AutoML; (vii) AutoML tools perform as good as the ML models and in some cases perform even better for handling imbalanced classification when applied with imbalance handling techniques. …”
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4784
Table 1_The impact of diagnosis-related group-based medical insurance payment model on the prognosis and nursing care of patients undergoing composite trabeculectomy: a retrospecti...
Published 2025“…Furthermore, the reform was associated with a marked decrease in hospitalization expenses and nursing costs. …”
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4785
Visual motor response assay at 28 dpf.
Published 2025“…(E-H) VMR parameters in dnVDRa induced zebrafish at 48 hpf. There is a significant decrease in distance moved in the dark period (p < 0.05), a significant decrease in velocity in the dark (p < 0.05) and light (p < 0.01) periods, a significant decrease in activity state in the dark period (p < 0.001) and light period (p < 0.01) and a significant decrease in distance to point in the dark period (p < 0.05) and light period (p < 0.05) in the 48 + fish. …”
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4786
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4787
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4788
Data Sheet 1_Capsaicin induces ferroptosis via suppression of SLC7A11 activity and upregulation of ACSL4 mediated by AMPK in tongue squamous cell carcinoma.zip
Published 2025“…Moreover, CAP inhibited glutamate release while enhancing BECN1-SLC7A11 binding, suggesting a reduction in SLC7A11 activity through the AMPK/BECN1 pathway. …”
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4789
Gene expression of neurotransmitter pathways at 6 dp.
Published 2025“…In the 24 hpf dnVDRa induced group we see a significant decrease in glyt1 expression (p < 0.05) and an increase in glyt2 expression (p < 0.05) and in slc32a1 expression (p < 0.01). …”
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4790
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4791
Table 1_To elucidate the effect of Ruanjian Qingmai granules on arteriosclerosis obliterans from the perspective of cholesterol efflux.docx
Published 2025“…</p>Results<p>Ruanjian Qingmai granules significantly decreased lipid deposition and significantly increased the expression of CYP7A1 mRNA in both zebrafish and HepaRG cells. …”
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4792
Data Sheet 5_Liver X receptor agonist T0901317 alleviates sepsis-induced acute lung injury by enhancing macrophage autophagy.csv
Published 2025“…Analysis of the human transcriptome data revealed a significant negative correlation between LXRα and S100A8 (R = −0.98, p < 0.001).…”
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4793
Data Sheet 2_Liver X receptor agonist T0901317 alleviates sepsis-induced acute lung injury by enhancing macrophage autophagy.csv
Published 2025“…Analysis of the human transcriptome data revealed a significant negative correlation between LXRα and S100A8 (R = −0.98, p < 0.001).…”
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4794
Image 4_Liver X receptor agonist T0901317 alleviates sepsis-induced acute lung injury by enhancing macrophage autophagy.tif
Published 2025“…Analysis of the human transcriptome data revealed a significant negative correlation between LXRα and S100A8 (R = −0.98, p < 0.001).…”
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4795
Image 3_Liver X receptor agonist T0901317 alleviates sepsis-induced acute lung injury by enhancing macrophage autophagy.tif
Published 2025“…Analysis of the human transcriptome data revealed a significant negative correlation between LXRα and S100A8 (R = −0.98, p < 0.001).…”
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4796
Data Sheet 1_Liver X receptor agonist T0901317 alleviates sepsis-induced acute lung injury by enhancing macrophage autophagy.csv
Published 2025“…Analysis of the human transcriptome data revealed a significant negative correlation between LXRα and S100A8 (R = −0.98, p < 0.001).…”
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4797
Image 1_Liver X receptor agonist T0901317 alleviates sepsis-induced acute lung injury by enhancing macrophage autophagy.tif
Published 2025“…Analysis of the human transcriptome data revealed a significant negative correlation between LXRα and S100A8 (R = −0.98, p < 0.001).…”
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4798
Image 2_Liver X receptor agonist T0901317 alleviates sepsis-induced acute lung injury by enhancing macrophage autophagy.tif
Published 2025“…Analysis of the human transcriptome data revealed a significant negative correlation between LXRα and S100A8 (R = −0.98, p < 0.001).…”
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4799
Data Sheet 4_Liver X receptor agonist T0901317 alleviates sepsis-induced acute lung injury by enhancing macrophage autophagy.csv
Published 2025“…Analysis of the human transcriptome data revealed a significant negative correlation between LXRα and S100A8 (R = −0.98, p < 0.001).…”
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4800
Data Sheet 3_Liver X receptor agonist T0901317 alleviates sepsis-induced acute lung injury by enhancing macrophage autophagy.csv
Published 2025“…Analysis of the human transcriptome data revealed a significant negative correlation between LXRα and S100A8 (R = −0.98, p < 0.001).…”