Channel pruning process. by Zhongjian Xie (4633099)

Baseline characteristics of the participants. by Junichi Kushioka (12236447)

“…Our accessible, non-invasive model serves as a tool that can accurately diagnose the labor-intensive LS tests using only visual assessments, streamlining LS detection and expediting treatment initiation. This significantly improves patient outcomes and marks a crucial advancement in digital health, addressing key challenges in management and care of LS.…”

Internal validation by cross-validation. by Junichi Kushioka (12236447)

“…Our accessible, non-invasive model serves as a tool that can accurately diagnose the labor-intensive LS tests using only visual assessments, streamlining LS detection and expediting treatment initiation. This significantly improves patient outcomes and marks a crucial advancement in digital health, addressing key challenges in management and care of LS.…”

Multiscale QM/MM Simulations Identify the Roles of Asp239 and 1‑OH···Nucleophile in Transition State Stabilization in Arabidopsis thaliana Cell-Wall Invertase 1 by Wijitra Jitonnom (22410515)

“…The 1-OH···nucleophile interaction has been found to provide an important contribution to the transition state stabilization, with a contribution of ∼7 kcal/mol, and affected glycosylation more significantly than deglycosylation. This study provides molecular insights that improve the current understanding of sucrose binding and hydrolysis in members of clan GH-J, which may benefit protein engineering research. …”

Descriptive data for the pBT-child dyads. by Madalina Ciobanu (2504683)

“…<div><p>Autism spectrum disorder (ASD) is a condition with growing prevalence that results in significant healthcare spending, reduced parent income, high levels of family stress, and decreased quality of life (QoL). …”

CFQL-2 descriptive statistics. by Madalina Ciobanu (2504683)

“…<div><p>Autism spectrum disorder (ASD) is a condition with growing prevalence that results in significant healthcare spending, reduced parent income, high levels of family stress, and decreased quality of life (QoL). …”

Focused operations to improve the patient flow in full-service healthcare organisations by Philip Åhlin (15257749)

“…Our findings reveal that blending simple and complex care processes lowers flow efficiency while segmenting them into either high-volume, low-variety (focused) and low-volume, high-variety (general) significantly improves productivity. Our framework serves as a tool for healthcare managers to define strategic directions, evaluate operational focus, and implement streamlined operations. …”

This is the data correction file. by Pitchaporn Sonuch (11785736)

“…The dietary salt intake was significantly improved and was statistically different between groups (P = 0.035).…”

Flow diagram of participants. by Pitchaporn Sonuch (11785736)

“…The dietary salt intake was significantly improved and was statistically different between groups (P = 0.035).…”

Demographic and baseline characteristics. by Pitchaporn Sonuch (11785736)

“…The dietary salt intake was significantly improved and was statistically different between groups (P = 0.035).…”

The change of urine sodium excretion (Una). by Pitchaporn Sonuch (11785736)

“…The dietary salt intake was significantly improved and was statistically different between groups (P = 0.035).…”

The change of blood pressure. by Pitchaporn Sonuch (11785736)

“…The dietary salt intake was significantly improved and was statistically different between groups (P = 0.035).…”

<b>Metabolic Improvements with Tirzepatide in Lipodystrophy: A Novel Option?</b> by Rasimcan Meral (5022425)

“…We have recently shown that glucagon-like peptide-1 agonists are associated with metabolic improvements in FPLD. Here we hypothesize that tirzepatide, a dual incretin, may also lead to metabolic improvement in patients with lipodystrophy. …”

Engineering an Electrospun Composite Ureteral Stent Based on PLGA with Antibacterial Properties and Tailored Mechanical Strength by Halah Hadi Salih (20758553)

“…SEM and tensile analyses were used to analyze the mat’s morphology and mechanical properties, and significant improvement in the three-layered mat’s mechanical properties with LDH and chitosan was demonstrated. …”

The overall framework of CARAFE. by 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. …”

KPD-YOLOv7-GD network structure diagram. by 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 of different pruning rates. by 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 of experimental results at ablation. by 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. …”

Result of comparison of different lightweight. by 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. by 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. …”