EMA attention mechanism working principle. by Pingping Yan (462509)

“…Compared to YOLOv8, our approach achieved improvements of 7.6% and 2.8% in mAP@0.5, and increases of 2.1% and 1.1% in mAP@0.5:0.95. Furthermore, Parameters and GFLOPs were reduced by 10.0% and 23.2%, respectively, indicating a significant enhancement in detection accuracy along with a substantial decrease in both parameters and computational costs. …”

Ablation study on the NWPU VHR-10 dataset. by Pingping Yan (462509)

“…Compared to YOLOv8, our approach achieved improvements of 7.6% and 2.8% in mAP@0.5, and increases of 2.1% and 1.1% in mAP@0.5:0.95. Furthermore, Parameters and GFLOPs were reduced by 10.0% and 23.2%, respectively, indicating a significant enhancement in detection accuracy along with a substantial decrease in both parameters and computational costs. …”

GSConv working principle. by Pingping Yan (462509)

“…Compared to YOLOv8, our approach achieved improvements of 7.6% and 2.8% in mAP@0.5, and increases of 2.1% and 1.1% in mAP@0.5:0.95. Furthermore, Parameters and GFLOPs were reduced by 10.0% and 23.2%, respectively, indicating a significant enhancement in detection accuracy along with a substantial decrease in both parameters and computational costs. …”

PR comparison on NWPU VHR-10 dataset. by Pingping Yan (462509)

“…Compared to YOLOv8, our approach achieved improvements of 7.6% and 2.8% in mAP@0.5, and increases of 2.1% and 1.1% in mAP@0.5:0.95. Furthermore, Parameters and GFLOPs were reduced by 10.0% and 23.2%, respectively, indicating a significant enhancement in detection accuracy along with a substantial decrease in both parameters and computational costs. …”

Acoustic Startle at 28 dpf. by Morgan Barnes (7876373)

“…(C) There is a significant decrease of PPI in the 48+ and 72 + fish (p < 0.0001). …”

VisAccel complete data_redacted2.xlsx by Miguel A. Yakouma (21439852)

“…When the velocity profile of the visual stimulus matched the velocity profile of inertial motion, the inertial stimulus was biased 10.0 ± 1.8° (mean ± SE) with a 45° visual offset, 8.9 ± 1.7° with a 60° offset, and 9.3° ± 2.5 ± with a 75° offset. …”

Relative expression of selected genes in transfected hRPE cells. by Zeynab Hosseinpoor (19762319)

Model diagnostics for old death events. by Xin Zhang (35492)

“…Results from the dual-pollutants model demonstrated that the effect of PM on the risk of RD mortality remained significant and slightly increased in magnitude. Moreover, composite pollutants exhibited a higher risk effect, reaching its peak after one week; however, there was a decrease in single-day cumulative effects as more pollutant types were included. …”

Model diagnostics for adult death events. by Xin Zhang (35492)

“…Results from the dual-pollutants model demonstrated that the effect of PM on the risk of RD mortality remained significant and slightly increased in magnitude. Moreover, composite pollutants exhibited a higher risk effect, reaching its peak after one week; however, there was a decrease in single-day cumulative effects as more pollutant types were included. …”

Model diagnostics for child death events. by Xin Zhang (35492)

“…Results from the dual-pollutants model demonstrated that the effect of PM on the risk of RD mortality remained significant and slightly increased in magnitude. Moreover, composite pollutants exhibited a higher risk effect, reaching its peak after one week; however, there was a decrease in single-day cumulative effects as more pollutant types were included. …”

Model diagnostics for all death events. by Xin Zhang (35492)

“…Results from the dual-pollutants model demonstrated that the effect of PM on the risk of RD mortality remained significant and slightly increased in magnitude. Moreover, composite pollutants exhibited a higher risk effect, reaching its peak after one week; however, there was a decrease in single-day cumulative effects as more pollutant types were included. …”

Model diagnostics for female death events. by Xin Zhang (35492)

“…Results from the dual-pollutants model demonstrated that the effect of PM on the risk of RD mortality remained significant and slightly increased in magnitude. Moreover, composite pollutants exhibited a higher risk effect, reaching its peak after one week; however, there was a decrease in single-day cumulative effects as more pollutant types were included. …”

Model diagnostics for male death events. by Xin Zhang (35492)

“…Results from the dual-pollutants model demonstrated that the effect of PM on the risk of RD mortality remained significant and slightly increased in magnitude. Moreover, composite pollutants exhibited a higher risk effect, reaching its peak after one week; however, there was a decrease in single-day cumulative effects as more pollutant types were included. …”

The minimal data set 8. by Esete Habtemariam Fenta (9727779)

“…The most significant service delivery changes included repurposing health centers and prolonged prescriptions (multi-month medication dispensing). …”

The minimal data set 6. by Esete Habtemariam Fenta (9727779)

“…The most significant service delivery changes included repurposing health centers and prolonged prescriptions (multi-month medication dispensing). …”

The minimal data set 16. by Esete Habtemariam Fenta (9727779)

“…The most significant service delivery changes included repurposing health centers and prolonged prescriptions (multi-month medication dispensing). …”

The minimal data set 1. by Esete Habtemariam Fenta (9727779)

“…The most significant service delivery changes included repurposing health centers and prolonged prescriptions (multi-month medication dispensing). …”

The minimal data set 3. by Esete Habtemariam Fenta (9727779)

“…The most significant service delivery changes included repurposing health centers and prolonged prescriptions (multi-month medication dispensing). …”

The minimal data set 10. by Esete Habtemariam Fenta (9727779)

“…The most significant service delivery changes included repurposing health centers and prolonged prescriptions (multi-month medication dispensing). …”

The minimal data set 14. by Esete Habtemariam Fenta (9727779)

“…The most significant service delivery changes included repurposing health centers and prolonged prescriptions (multi-month medication dispensing). …”