DyHead Structure. by Zhongjian Xie (4633099)

“…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. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …”

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

“…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. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …”

Structure of GSConv network. by Zhongjian Xie (4633099)

“…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. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …”

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

“…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. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …”

Improved model distillation structure. by Zhongjian Xie (4633099)

“…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. Finally, the experiment significantly enhanced the efficiency of feature extraction and the detection accuracy of the model algorithm through the integration of the Dynamic Head (DyHead) module, the Content-Aware Re-Assembly of Features (CARAFE) module, and the incorporation of knowledge distillation techniques. …”

Trends of HIV/AIDS in Ethiopia (1990-2021). by Tegene Atamenta Kitaw (17930374)

“…Mortality rates rose from 14.2 per 100,000 in 1990 to 79.7 in 2000 but decreased to 13.6 by 2021, with an AAPC of -1.19%. …”

S1 Graphical abstract - by Huimin Xian (20390006)

“…</p><p>Conclusions</p><p>In patients with MVD-STEMI, the incidence of MACEs was lower in FCR than in FIR, and the decrease was particularly significant in the DM cohort. …”

Procedural characteristics. by Huimin Xian (20390006)

“…</p><p>Conclusions</p><p>In patients with MVD-STEMI, the incidence of MACEs was lower in FCR than in FIR, and the decrease was particularly significant in the DM cohort. …”

Clinical characteristics. by Huimin Xian (20390006)

“…</p><p>Conclusions</p><p>In patients with MVD-STEMI, the incidence of MACEs was lower in FCR than in FIR, and the decrease was particularly significant in the DM cohort. …”

Study flowchart. by Huimin Xian (20390006)

“…</p><p>Conclusions</p><p>In patients with MVD-STEMI, the incidence of MACEs was lower in FCR than in FIR, and the decrease was particularly significant in the DM cohort. …”

Data. by Huimin Xian (20390006)

“…</p><p>Conclusions</p><p>In patients with MVD-STEMI, the incidence of MACEs was lower in FCR than in FIR, and the decrease was particularly significant in the DM cohort. …”

Reconciliation services product value analysis. by Yu Zhang (12946)

“…The study reveals several key findings. (1) In the three study areas, afforestation significantly impacts the regulation of service product values. …”

Means of sampling data in the Shibing study area. by Yu Zhang (12946)

“…The study reveals several key findings. (1) In the three study areas, afforestation significantly impacts the regulation of service product values. …”

Technology roadmap. by Yu Zhang (12946)

“…The study reveals several key findings. (1) In the three study areas, afforestation significantly impacts the regulation of service product values. …”

Zunhua study area factor rotation results. by Yu Zhang (12946)

“…The study reveals several key findings. (1) In the three study areas, afforestation significantly impacts the regulation of service product values. …”

Value of ecological products in the study area. by Yu Zhang (12946)

“…The study reveals several key findings. (1) In the three study areas, afforestation significantly impacts the regulation of service product values. …”

Means of sampling data in the Zunhua study area. by Yu Zhang (12946)

“…The study reveals several key findings. (1) In the three study areas, afforestation significantly impacts the regulation of service product values. …”

Factors affecting LLINs usage at household level. by Job Oyweri (22041452)

“…</p><p>Results</p><p>Overall, higher net ownership and usage was recorded in PBO-LLINs group compared to the pyrethroid-LLIN group after one year of net distribution. …”

Net usage across intervention arms. by Job Oyweri (22041452)

“…</p><p>Results</p><p>Overall, higher net ownership and usage was recorded in PBO-LLINs group compared to the pyrethroid-LLIN group after one year of net distribution. …”

Factors associated with malaria infection. by Job Oyweri (22041452)

“…</p><p>Results</p><p>Overall, higher net ownership and usage was recorded in PBO-LLINs group compared to the pyrethroid-LLIN group after one year of net distribution. …”