Primer sequences used in this study. by Takumi Hanada (19812700)

“…Further analysis of its expression during reproductive caste differentiation showed that its expression levels increased prior to molting into reproductive individuals, even during the winged imago (alates) stage. …”

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

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. …”

OXPHOS gene expression is modulated by mtDNA and the infection type. by Tiina S. Salminen (3091080)

Footprints of Pr77^Gag on the WT and LRI-I mutant packaging signal RNAs. by Suresha G. Prabhu (19797666)

“…All nucleotides that show a reactivity decrease >40% upon Gag addition, also show statistically significant difference according to the Mann–Whitney non parametrical U test (<i>p</i> < 0.05). …”

Footprints of Pr77^Gag on the WT structure model. by Suresha G. Prabhu (19797666)

“…All nucleotides that show a reactivity decrease >40% upon Gag addition, also show statistically significant difference according to the Mann–Whitney non parametrical U test (<i>p</i> < 0.05). …”

Footprints of Pr77^Gag on WT and LRI-IV mutant packaging signal RNAs. by Suresha G. Prabhu (19797666)

“…All nucleotides that show a reactivity decrease >40% upon Gag addition, also show statistically significant difference according to the Mann–Whitney non parametrical U test (<i>p</i> < 0.05). …”

Comparison of iKIR score interaction terms for the 9 protective genotypes in a generalized linear model (GLM) vs a generalized linear mixed model (GLMM) with a relatedness matrix. by Laura Mora-Bitria (20477525)

“…Red lines now denote the significance level (α = 0.05) and the grey line is again the line of identity. …”