Structure diagram of the SE attention mechanism. حسب Junyan Wang (4738518)

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ECoG timescales decrease during spatial attention. حسب Isabel Raposo (21615517)

"…Bottom: timescales significantly decrease during covert attention relative to the attend-out condition (two locations: <i>p</i> = 0.0244; four locations: <i>p</i> < 0.0001; mean ± SEM; whiskers indicate maximum and minimum; dots correspond to individual electrodes). …"

MiR-129-5p levels were decreased in mouse depression models. حسب Qiaozhen Qin (13159201)

"…The Y-axis represents the fold change, while the X-axis indicates the significance of differential expression. …"

Join-point regression analysis of the statistically significant linear increase in use of antidepressants during the observed time period. حسب Jelena Filimonovic (22305307)

Transepithelial resistance of NHBE decreases significantly after PAA exposure. حسب Ellie S. Burns (21246537)

Sampling point (Source: حسب Yonggang Huang (223155)

(a) Mycelial diameter (mm) determination on PDA plates, (b) Inhibition diameters, and (c) inhibition percentages of <i>Aspergillus flavus</i> treated with <i>U. epigea</i> extract... حسب Martha Cebile Jobe (21175426)

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PCA-CGAN K-fold experiment table. حسب 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. …"

PCAECG-GAN K-fold experiment table. حسب 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. …"

IRE1 depletion decreases heterochromatin, DNA and H3K9me3 methylation, and UHRF1. حسب Iratxe Zuazo-Gaztelu (21071939)

Join-point regression analysis of the statistically significant linear increase in use of antidementia and antipsychotics during the observed time period. حسب Jelena Filimonovic (22305307)

Join-point regression analysis of the statistically significant linear decrease in use of antidepressants, antipsychotics, psychostimulants and nootropic drugs, anxiolytics, sedatives and hypnotics during the observed time period. حسب Jelena Filimonovic (22305307)

Summary of previous work. حسب Junyan Wang (4738518)

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Comparison of MAP@0.5 results from experiments. حسب Junyan Wang (4738518)

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YOLO11. حسب Junyan Wang (4738518)

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Structure of the SCI-YOLO11 network. حسب Junyan Wang (4738518)

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Comparative experimental results. حسب Junyan Wang (4738518)

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The process of data collection and annotation by drones. حسب Junyan Wang (4738518)

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Algorithm operation steps. حسب Junyan Wang (4738518)

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Visualization of heatmaps before and after improvement. حسب Junyan Wang (4738518)

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