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. …"

Fit of the extended efficient Bayesian observer model to the data from Experiment 3. حسب Qi Sun (127)

"…A repeated-measures ANOVA with Bonferroni-corrected post-hoc tests revealed that <i>α</i> significantly increases with the response range (***<i>p</i> < 0.001). …"

Original images for explaining Fig 4. حسب Reiri Takeuchi (20460788)

"…Treatment with cyclosporine A also increased <i>MYC</i> and <i>ATM</i> mRNA expression levels and decreased <i>CDK2</i>, <i>ATR</i>, <i>P27</i>, <i>P53</i> and <i>RB1</i> mRNA expression levels but not significantly. …"

Mutation of 1G05 epitope glycan sites impacts avidity. حسب Zachary T. Berndsen (9230176)

The <i>ENT2</i> knockout effects on CRC proliferation and survival. حسب Safaa M. Naes (22075434)

"…Plating Efficiency (PE) was calculated as the ratio of the number of colonies to the number of cells seeded. PE decreased significantly in both HKO1 and HKO2. No significant difference occurred between NTC and DKO cells. …"

Conformational dynamics of apoP2RX7 and P2RX7- SNCA complex. حسب Mukesh Kumar (132604)

Raw data. حسب Mohamed Condé (22622306)

"…Increased use of opiates in the Emergency Department, elevated total leucocyte count, breath rate, and decreased red blood cell count were not significantly associated with ACS occurrence (p > 0.05). …"

Risk factors for ACS (multivariate analysis). حسب Mohamed Condé (22622306)

"…Increased use of opiates in the Emergency Department, elevated total leucocyte count, breath rate, and decreased red blood cell count were not significantly associated with ACS occurrence (p > 0.05). …"

Raw data. حسب Mohamed Condé (22622306)

"…Increased use of opiates in the Emergency Department, elevated total leucocyte count, breath rate, and decreased red blood cell count were not significantly associated with ACS occurrence (p > 0.05). …"

Characteristics of the 280 VOCs at inclusion. حسب Mohamed Condé (22622306)

"…Increased use of opiates in the Emergency Department, elevated total leucocyte count, breath rate, and decreased red blood cell count were not significantly associated with ACS occurrence (p > 0.05). …"

Functional enrichment analysis. حسب Andrea Salinas (4963834)

"…Finally, the extract significantly decreased concanavalin A (ConA)-induced T cell proliferation. …"

Cell wall stress sensitivity and abnormal cell wall morphology of <i>ΔFgknr4</i>. حسب Erika Kroll (20537020)

Raw data for ASV analysis. حسب Fittree Hayeeawaema (20775941)

"…Treatment with live and heat-killed Ln.m significantly reduced BUN and creatinine levels in CKD mice (<i>p</i> < 0.01 and <i>p</i> < 0.05). …"

Vacancy Engineering Strategy Releases the Electrocatalytic Oxygen Evolution Reaction Activity of High-Entropy Oxides حسب Boxiong Shen (1557838)

"…This defect engineering strategy effectively decreases the energy barrier associated with the lattice oxygen oxidation and optimizes the configurational entropy of HEO, resulting in remarkable structural stability. …"

Raw data. حسب Fittree Hayeeawaema (20775941)

"…Treatment with live and heat-killed Ln.m significantly reduced BUN and creatinine levels in CKD mice (<i>p</i> < 0.01 and <i>p</i> < 0.05). …"

Vacancy Engineering Strategy Releases the Electrocatalytic Oxygen Evolution Reaction Activity of High-Entropy Oxides حسب Boxiong Shen (1557838)

"…This defect engineering strategy effectively decreases the energy barrier associated with the lattice oxygen oxidation and optimizes the configurational entropy of HEO, resulting in remarkable structural stability. …"