Comparison experiment of accuracy improvement. حسب Zhongjian Xie (4633099)

"…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …"

Comparison of different pruning rates. حسب Zhongjian Xie (4633099)

"…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …"

Comparison of experimental results at ablation. حسب Zhongjian Xie (4633099)

"…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …"

Result of comparison of different lightweight. حسب Zhongjian Xie (4633099)

"…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …"

DyHead Structure. حسب Zhongjian Xie (4633099)

"…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …"

The parameters of the training phase. حسب Zhongjian Xie (4633099)

"…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …"

Structure of GSConv network. حسب Zhongjian Xie (4633099)

"…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …"

Comparison experiment of accuracy improvement. حسب Zhongjian Xie (4633099)

"…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …"

Improved model distillation structure. حسب Zhongjian Xie (4633099)

"…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …"

Table 2_Unsupervised machine learning revealed a correlation between low-dose statins and favorable outcomes in ICH patients.docx حسب Chaohua Cui (1793155)

"…The low-dose statin group exhibited reduced mortality (p = 0.001), a decreased rate of unfavorable functional outcomes (p < 0.001), and fewer cerebrovascular events (p < 0.001). …"

Table 1_Unsupervised machine learning revealed a correlation between low-dose statins and favorable outcomes in ICH patients.docx حسب Chaohua Cui (1793155)

"…The low-dose statin group exhibited reduced mortality (p = 0.001), a decreased rate of unfavorable functional outcomes (p < 0.001), and fewer cerebrovascular events (p < 0.001). …"

Image 2_Evaluating dexmedetomidine in mitigating emergence agitation and perioperative complications in pediatric tonsillectomy and/or adenoidectomy: a systematic review and meta-a... حسب Jihong He (3527105)

"…Subgroup analysis of delivery methods, timing, and dosage (Dex ≥0.5 μg/kg) indicated that Dex significantly decreased the incidence of EA (P < 0.05). …"

Image 1_Evaluating dexmedetomidine in mitigating emergence agitation and perioperative complications in pediatric tonsillectomy and/or adenoidectomy: a systematic review and meta-a... حسب Jihong He (3527105)

"…Subgroup analysis of delivery methods, timing, and dosage (Dex ≥0.5 μg/kg) indicated that Dex significantly decreased the incidence of EA (P < 0.05). …"

Table 1_Impact of recent COVID-19 infection on liver and kidney transplantation – a worldwide meta-analysis and systematic review.docx حسب Nicola Sariye Pollmann (22327573)

"…</p>Discussion<p>However, the heterogeneity of studies investigating COVID-19 infection of the recipient did not allow a classification of the significance of COVID-19 positive recipients. …"

Image 1_Contrast-enhanced ultrasound diagnosis and efficacy prediction of primary breast lymphoma: a case report and literature review.tif حسب Siqi Tang (3998222)

"…After more than two years of chemotherapy, CEUS revealed significant lesion shrinkage with well-defined margins alongside delayed arrival time, reduced peak intensity, and a decreased area under the curve, collectively indicating a favorable chemotherapeutic response. …"

Table 1_Contrast-enhanced ultrasound diagnosis and efficacy prediction of primary breast lymphoma: a case report and literature review.docx حسب Siqi Tang (3998222)

"…After more than two years of chemotherapy, CEUS revealed significant lesion shrinkage with well-defined margins alongside delayed arrival time, reduced peak intensity, and a decreased area under the curve, collectively indicating a favorable chemotherapeutic response. …"

Image 1_A study on pregenomic RNA and factors in the pregnant and postpartum women with chronic HBV infection based on real world.jpeg حسب Juan Tang (437969)

"…</p>Results<p>Significant differences in clinical characteristics were noted between pregnant and postpartum CHB patients, but there was no significant difference in pgRNA levels between the two groups. …"

Table 1_A study on pregenomic RNA and factors in the pregnant and postpartum women with chronic HBV infection based on real world.docx حسب Juan Tang (437969)

"…</p>Results<p>Significant differences in clinical characteristics were noted between pregnant and postpartum CHB patients, but there was no significant difference in pgRNA levels between the two groups. …"

Table 6_How efficient are specialized public health services in China? A data envelopment analysis and geographically weighted regression approach.docx حسب Qian Bai (605328)

"…Moreover, the geographic variation was a significant issue affecting the sustainable and balanced performance of public health delivery system in China. …"

Table 2_How efficient are specialized public health services in China? A data envelopment analysis and geographically weighted regression approach.docx حسب Qian Bai (605328)

"…Moreover, the geographic variation was a significant issue affecting the sustainable and balanced performance of public health delivery system in China. …"