AC-LayeringNetV2 architecture module. by Wenhao Ren (2561731)

“…Additionally, the model achieves a 6.55% reduction in size and a 0.03% decrease in computational complexity. These results highlight the practical applicability and efficiency of the proposed approach for automatic crack detection in building structures, emphasizing the novel integration of feature fusion and attention mechanisms to address challenges in real-time and high-accuracy detection of micro-cracks in complex environments.…”

Cracks included in the dataset. by Wenhao Ren (2561731)

“…Additionally, the model achieves a 6.55% reduction in size and a 0.03% decrease in computational complexity. These results highlight the practical applicability and efficiency of the proposed approach for automatic crack detection in building structures, emphasizing the novel integration of feature fusion and attention mechanisms to address challenges in real-time and high-accuracy detection of micro-cracks in complex environments.…”

Loss function comparison plot. by Wenhao Ren (2561731)

“…Additionally, the model achieves a 6.55% reduction in size and a 0.03% decrease in computational complexity. These results highlight the practical applicability and efficiency of the proposed approach for automatic crack detection in building structures, emphasizing the novel integration of feature fusion and attention mechanisms to address challenges in real-time and high-accuracy detection of micro-cracks in complex environments.…”

Edge device performance benchmarking. by Wenhao Ren (2561731)

“…Additionally, the model achieves a 6.55% reduction in size and a 0.03% decrease in computational complexity. These results highlight the practical applicability and efficiency of the proposed approach for automatic crack detection in building structures, emphasizing the novel integration of feature fusion and attention mechanisms to address challenges in real-time and high-accuracy detection of micro-cracks in complex environments.…”

Table 1_Case Report: Novel treatment approach for severe interstitial lung disease in type 3 Gaucher disease.docx by Vincenza Gragnaniello (13847017)

“…Pulmonary manifestations can significantly impact prognosis and quality of life. This case report highlights the challenges in managing severe pulmonary involvement in GD and explores novel treatment approaches. …”

Typical error cases. by Wenhao Ren (2561731)

“…Additionally, the model achieves a 6.55% reduction in size and a 0.03% decrease in computational complexity. These results highlight the practical applicability and efficiency of the proposed approach for automatic crack detection in building structures, emphasizing the novel integration of feature fusion and attention mechanisms to address challenges in real-time and high-accuracy detection of micro-cracks in complex environments.…”

Computational efficiency comparison. by Wenhao Ren (2561731)

“…Additionally, the model achieves a 6.55% reduction in size and a 0.03% decrease in computational complexity. These results highlight the practical applicability and efficiency of the proposed approach for automatic crack detection in building structures, emphasizing the novel integration of feature fusion and attention mechanisms to address challenges in real-time and high-accuracy detection of micro-cracks in complex environments.…”

Backbone comparison in crack detection. by Wenhao Ren (2561731)

“…Additionally, the model achieves a 6.55% reduction in size and a 0.03% decrease in computational complexity. These results highlight the practical applicability and efficiency of the proposed approach for automatic crack detection in building structures, emphasizing the novel integration of feature fusion and attention mechanisms to address challenges in real-time and high-accuracy detection of micro-cracks in complex environments.…”

Statistical analysis table for ablation tests. by Wenhao Ren (2561731)

“…Additionally, the model achieves a 6.55% reduction in size and a 0.03% decrease in computational complexity. These results highlight the practical applicability and efficiency of the proposed approach for automatic crack detection in building structures, emphasizing the novel integration of feature fusion and attention mechanisms to address challenges in real-time and high-accuracy detection of micro-cracks in complex environments.…”

Summary of false positives and false negatives. by Wenhao Ren (2561731)

“…Additionally, the model achieves a 6.55% reduction in size and a 0.03% decrease in computational complexity. These results highlight the practical applicability and efficiency of the proposed approach for automatic crack detection in building structures, emphasizing the novel integration of feature fusion and attention mechanisms to address challenges in real-time and high-accuracy detection of micro-cracks in complex environments.…”

PR parameter comparison chart. by Wenhao Ren (2561731)

“…Additionally, the model achieves a 6.55% reduction in size and a 0.03% decrease in computational complexity. These results highlight the practical applicability and efficiency of the proposed approach for automatic crack detection in building structures, emphasizing the novel integration of feature fusion and attention mechanisms to address challenges in real-time and high-accuracy detection of micro-cracks in complex environments.…”

RAK-Conv. by Wenhao Ren (2561731)

“…Additionally, the model achieves a 6.55% reduction in size and a 0.03% decrease in computational complexity. These results highlight the practical applicability and efficiency of the proposed approach for automatic crack detection in building structures, emphasizing the novel integration of feature fusion and attention mechanisms to address challenges in real-time and high-accuracy detection of micro-cracks in complex environments.…”

Structure of YOLOv8n. by Wenhao Ren (2561731)

“…Additionally, the model achieves a 6.55% reduction in size and a 0.03% decrease in computational complexity. These results highlight the practical applicability and efficiency of the proposed approach for automatic crack detection in building structures, emphasizing the novel integration of feature fusion and attention mechanisms to address challenges in real-time and high-accuracy detection of micro-cracks in complex environments.…”

Table 3_NK cell-derived extracellular vesicles enhance cytotoxicity and immune cell recruitment in non-small cell lung cancer.xlsx by Joanna Palade (17712960)

“…Next, we examined the functional capabilities of patient NKEVs in organoid structures derived from primary tumor cells, finding that exposure to patient NKEVs resulted in a 40-45% decrease in organoid viability, and significantly lowered the cisplatin dose required to elicit cytotoxicity. …”

Table 7_NK cell-derived extracellular vesicles enhance cytotoxicity and immune cell recruitment in non-small cell lung cancer.xlsx by Joanna Palade (17712960)

“…Next, we examined the functional capabilities of patient NKEVs in organoid structures derived from primary tumor cells, finding that exposure to patient NKEVs resulted in a 40-45% decrease in organoid viability, and significantly lowered the cisplatin dose required to elicit cytotoxicity. …”

Image 1_NK cell-derived extracellular vesicles enhance cytotoxicity and immune cell recruitment in non-small cell lung cancer.jpg by Joanna Palade (17712960)

“…Next, we examined the functional capabilities of patient NKEVs in organoid structures derived from primary tumor cells, finding that exposure to patient NKEVs resulted in a 40-45% decrease in organoid viability, and significantly lowered the cisplatin dose required to elicit cytotoxicity. …”

Table 8_NK cell-derived extracellular vesicles enhance cytotoxicity and immune cell recruitment in non-small cell lung cancer.xlsx by Joanna Palade (17712960)

“…Next, we examined the functional capabilities of patient NKEVs in organoid structures derived from primary tumor cells, finding that exposure to patient NKEVs resulted in a 40-45% decrease in organoid viability, and significantly lowered the cisplatin dose required to elicit cytotoxicity. …”

Table 4_NK cell-derived extracellular vesicles enhance cytotoxicity and immune cell recruitment in non-small cell lung cancer.xlsx by Joanna Palade (17712960)

“…Next, we examined the functional capabilities of patient NKEVs in organoid structures derived from primary tumor cells, finding that exposure to patient NKEVs resulted in a 40-45% decrease in organoid viability, and significantly lowered the cisplatin dose required to elicit cytotoxicity. …”

Table 1_Comparative analysis of trends in the burden of motor neuron disease in China, the United States, and globally from 1990 to 2021: projections for 2022–2041.docx by Bo Peng (273834)

“…In the US, ASIR continued to rise, ASPR decreased before 1995 and then increased, with fluctuations in ASMR and ASDR. …”

Table 6_NK cell-derived extracellular vesicles enhance cytotoxicity and immune cell recruitment in non-small cell lung cancer.xlsx by Joanna Palade (17712960)

“…Next, we examined the functional capabilities of patient NKEVs in organoid structures derived from primary tumor cells, finding that exposure to patient NKEVs resulted in a 40-45% decrease in organoid viability, and significantly lowered the cisplatin dose required to elicit cytotoxicity. …”