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)

All DEGs in wild-type and <i>atb’’αβγδ</i> plants. حسب Hyuk Sung Yoon (20208672)

"…Transcriptome analysis showed a significant decrease in the expression of <i>CYP707A3</i>, a gene potentially targeted by VIP1 that regulates abscisic acid (ABA) catabolism, in the <i>atb’’αβγδ</i> mutant compared to wild type leaves. …"

Homer-derived motifs. حسب Hyuk Sung Yoon (20208672)

"…Transcriptome analysis showed a significant decrease in the expression of <i>CYP707A3</i>, a gene potentially targeted by VIP1 that regulates abscisic acid (ABA) catabolism, in the <i>atb’’αβγδ</i> mutant compared to wild type leaves. …"

All TPM values. حسب Hyuk Sung Yoon (20208672)

"…Transcriptome analysis showed a significant decrease in the expression of <i>CYP707A3</i>, a gene potentially targeted by VIP1 that regulates abscisic acid (ABA) catabolism, in the <i>atb’’αβγδ</i> mutant compared to wild type leaves. …"

Primers used for PCR and qRTPCR. حسب Huan W. Yang (19746645)

"…We found that expression of NF-κB target genes <i>TNF-α</i>, <i>IFN-γ</i>, <i>IL-6</i> and <i>IL-8</i> were modulated during the course of infection. …"