Raw data. by Hao Zhang (15339)

“…The results showed that PSB4 effectively restored the body temperature of diseased cattle, reduced SCC, significantly increased milk yield, effectively inhibited pathogenic bacteria, and significantly restored the levels of serum C-reactive protein (CRP), interleukin-1α (IL-1α), interleukin-1β (IL-1β), interleukin-6 (IL-6), interleukin-8 (IL-8), tumor necrosis factor-α (TNF-α); immunoglobulin A (IgA), immunoglobulin G (IgG), immunoglobulin M (IgM); total antioxidant capacity (T-AOC), superoxide dismutase (SOD), malondialdehyde (MDA), glutathione peroxidase (GSH-Px) and other indicators. …”

Overall structure of DSConv. by Lei Zhou (19808)

“…Experimental results demonstrate a significant improvement in detection performance. Specifically, mAP@0.5 increased by 2.9%, precision improved by 3.5%, and mAP@0.5:0.95 rose by 2.3%, highlighting the model’s superior capability in detecting complex defects. …”

FE_Block. by Lei Zhou (19808)

“…Experimental results demonstrate a significant improvement in detection performance. Specifically, mAP@0.5 increased by 2.9%, precision improved by 3.5%, and mAP@0.5:0.95 rose by 2.3%, highlighting the model’s superior capability in detecting complex defects. …”

Fabric defect samples. by Lei Zhou (19808)

“…Experimental results demonstrate a significant improvement in detection performance. Specifically, mAP@0.5 increased by 2.9%, precision improved by 3.5%, and mAP@0.5:0.95 rose by 2.3%, highlighting the model’s superior capability in detecting complex defects. …”

Structure of CPCA. by Lei Zhou (19808)

“…Experimental results demonstrate a significant improvement in detection performance. Specifically, mAP@0.5 increased by 2.9%, precision improved by 3.5%, and mAP@0.5:0.95 rose by 2.3%, highlighting the model’s superior capability in detecting complex defects. …”

Comparison of CPCA attention mechanism effects. by Lei Zhou (19808)

“…Experimental results demonstrate a significant improvement in detection performance. Specifically, mAP@0.5 increased by 2.9%, precision improved by 3.5%, and mAP@0.5:0.95 rose by 2.3%, highlighting the model’s superior capability in detecting complex defects. …”

Overall structure of EMA attention mechanism. by Lei Zhou (19808)

“…Experimental results demonstrate a significant improvement in detection performance. Specifically, mAP@0.5 increased by 2.9%, precision improved by 3.5%, and mAP@0.5:0.95 rose by 2.3%, highlighting the model’s superior capability in detecting complex defects. …”

FE_C2f. by Lei Zhou (19808)

“…Experimental results demonstrate a significant improvement in detection performance. Specifically, mAP@0.5 increased by 2.9%, precision improved by 3.5%, and mAP@0.5:0.95 rose by 2.3%, highlighting the model’s superior capability in detecting complex defects. …”

PConv structure. by Lei Zhou (19808)

“…Experimental results demonstrate a significant improvement in detection performance. Specifically, mAP@0.5 increased by 2.9%, precision improved by 3.5%, and mAP@0.5:0.95 rose by 2.3%, highlighting the model’s superior capability in detecting complex defects. …”

Improved DCFE-YOLOv8 algorithm. by Lei Zhou (19808)

“…Experimental results demonstrate a significant improvement in detection performance. Specifically, mAP@0.5 increased by 2.9%, precision improved by 3.5%, and mAP@0.5:0.95 rose by 2.3%, highlighting the model’s superior capability in detecting complex defects. …”

Experimental environment configuratio. by Lei Zhou (19808)

“…Experimental results demonstrate a significant improvement in detection performance. Specifically, mAP@0.5 increased by 2.9%, precision improved by 3.5%, and mAP@0.5:0.95 rose by 2.3%, highlighting the model’s superior capability in detecting complex defects. …”

Model comparison experiments. by Lei Zhou (19808)

“…Experimental results demonstrate a significant improvement in detection performance. Specifically, mAP@0.5 increased by 2.9%, precision improved by 3.5%, and mAP@0.5:0.95 rose by 2.3%, highlighting the model’s superior capability in detecting complex defects. …”

Comparison of different attention mechanisms. by Lei Zhou (19808)

“…Experimental results demonstrate a significant improvement in detection performance. Specifically, mAP@0.5 increased by 2.9%, precision improved by 3.5%, and mAP@0.5:0.95 rose by 2.3%, highlighting the model’s superior capability in detecting complex defects. …”

Ablation experiments of different modules. by Lei Zhou (19808)

“…Experimental results demonstrate a significant improvement in detection performance. Specifically, mAP@0.5 increased by 2.9%, precision improved by 3.5%, and mAP@0.5:0.95 rose by 2.3%, highlighting the model’s superior capability in detecting complex defects. …”

Identifying optimal cluster numbers in hierarchical cluster analysis. by Dolores Bernenko (16528426)

BoxA modulates subcellular translocation of HMGB1 protein. by Nattapong Puthdee (21601735)

Frequency response of nine unique proteinoid samples, labeled 2.csv to 13.csv. by Panagiotis Mougkogiannis (17002143)

Descriptive statistics of key variables. by Xiaoqing Ma (3761947)

“…<div><p>This study explores the transformative role of digital economy development on digital service trade exports, using China as a case study, to elucidate trends and lessons that may be applicable to other nations seeking to leverage digital advancements for economic growth in an increasingly interconnected global market. Analyzing panel data from 105 global economies between 2013 and 2021 with a trade gravity model, supplemented by robustness and heterogeneity tests, we demonstrate that the development level of the digital economy in trading nations significantly enhances China’s digital service trade exports, particularly impacting middle- and high-income countries. …”

Variable description and data sources. by Xiaoqing Ma (3761947)

“…<div><p>This study explores the transformative role of digital economy development on digital service trade exports, using China as a case study, to elucidate trends and lessons that may be applicable to other nations seeking to leverage digital advancements for economic growth in an increasingly interconnected global market. Analyzing panel data from 105 global economies between 2013 and 2021 with a trade gravity model, supplemented by robustness and heterogeneity tests, we demonstrate that the development level of the digital economy in trading nations significantly enhances China’s digital service trade exports, particularly impacting middle- and high-income countries. …”

The B169L protein (pB169L) of ASFV activates the NLRP3 inflammasome. by Jiaqi Li (220961)

“…HEK293T cells were transfected with increasing doses of pFlag-B169L or pCAGGS as well as the NLRP3-dependent inflammasome reporter as described above, and the luciferase activity of the supernatants and the intracellular protein expression levels were evaluated at 24 hpt. …”