Result of comparison of different lightweight. حسب 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. …"

DyHead Structure. حسب 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. حسب 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. حسب 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. حسب 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. حسب 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. …"

Cytokine production in mice transplanted with feces from people with intestinal protists. حسب Oswaldo Partida-Rodríguez (734406)

NK cell frequencies in the colon and spleen of mice with FMT from people with intestinal protists. حسب Oswaldo Partida-Rodríguez (734406)

The colonic mucus layer in the intestines of mice transplanted with feces from individuals with intestinal protists. حسب Oswaldo Partida-Rodríguez (734406)

Viability of <i>L</i>. <i>intracellularis</i>. حسب Huan W. Yang (19746645)

Reduced cell viability in Dkp23- and Vaccine-infected PK-15 cells. حسب Huan W. Yang (19746645)

Regulation of IL8 cytokine in <i>L</i>. <i>intracellularis</i> infected PK-15 cells. حسب Huan W. Yang (19746645)

Regulation of NF-κB target genes. حسب Huan W. Yang (19746645)

Regulation of NF-κB target genes mRNA levels in <i>L</i>. <i>intracellularis</i> infected PK-15 cells. حسب Huan W. Yang (19746645)

Growth of <i>L</i>. <i>intracellularis</i> strains Dkp23 and Vaccine in PK-15 cell lines. حسب Huan W. Yang (19746645)

Regulation of NF-κB nuclear translocation in the nucleus of Dkp23- or Vaccine-infected PK-15 cells. حسب Huan W. Yang (19746645)

Key Resources. حسب Jeffrey Chin (22538086)

"…Unexpectedly, we found that Tax1bp1-deficient mice were less susceptible to <i>Mtb</i> infection, and generated reduced inflammatory cytokine responses, compared to wild-type mice; the same mutant mice exhibited decreased growth of, and inflammatory cytokine responses to, <i>Listeria monocytogenes</i>, suggesting that Tax1bp1 plays a role in host responses to multiple intracellular pathogens. …"

Tax1bp1-deficiency reduces autophagy flux. حسب Jeffrey Chin (22538086)

"…Unexpectedly, we found that Tax1bp1-deficient mice were less susceptible to <i>Mtb</i> infection, and generated reduced inflammatory cytokine responses, compared to wild-type mice; the same mutant mice exhibited decreased growth of, and inflammatory cytokine responses to, <i>Listeria monocytogenes</i>, suggesting that Tax1bp1 plays a role in host responses to multiple intracellular pathogens. …"

Metals concentrations in selected coal samples. حسب Ruchika Kishor Jain (19704102)

"…After BAI-RCD treatment, both cell lines showed a decrease in antioxidant stress measures (SOD, CAT, and GSH) and a significant (<i>p</i> < 0.001) increase in oxidative stress parameters (NADPH, MPO, LPO, and PC). …"

BAI as a percent release at pH 4.5. حسب Ruchika Kishor Jain (19704102)

"…After BAI-RCD treatment, both cell lines showed a decrease in antioxidant stress measures (SOD, CAT, and GSH) and a significant (<i>p</i> < 0.001) increase in oxidative stress parameters (NADPH, MPO, LPO, and PC). …"