An illustration of how GBT works. by Hoang Thanh Nhon (22311837)

“…The results indicate that incorporating business efficiency scores significantly enhances the models’ accuracy. For example, the deep neural network model shows a decrease in RMSE from 0.926 to 0.375, MAE from 0.337 to 0.196, and MAPE from 134.63 to 114.71. …”

The average performance of the test set. by Hoang Thanh Nhon (22311837)

“…The results indicate that incorporating business efficiency scores significantly enhances the models’ accuracy. For example, the deep neural network model shows a decrease in RMSE from 0.926 to 0.375, MAE from 0.337 to 0.196, and MAPE from 134.63 to 114.71. …”

The variables used and equations. by Hoang Thanh Nhon (22311837)

“…The results indicate that incorporating business efficiency scores significantly enhances the models’ accuracy. For example, the deep neural network model shows a decrease in RMSE from 0.926 to 0.375, MAE from 0.337 to 0.196, and MAPE from 134.63 to 114.71. …”

An illustration of how RF works. by Hoang Thanh Nhon (22311837)

“…The results indicate that incorporating business efficiency scores significantly enhances the models’ accuracy. For example, the deep neural network model shows a decrease in RMSE from 0.926 to 0.375, MAE from 0.337 to 0.196, and MAPE from 134.63 to 114.71. …”

The proposed method work-flow. by Hoang Thanh Nhon (22311837)

“…The results indicate that incorporating business efficiency scores significantly enhances the models’ accuracy. For example, the deep neural network model shows a decrease in RMSE from 0.926 to 0.375, MAE from 0.337 to 0.196, and MAPE from 134.63 to 114.71. …”

Image 4_Prediction of major adverse cardiovascular events following ST-segment elevation myocardial infarction using cardiac obesity marker—epicardial adipose tissue mass index: a... by Zeyan Liu (3748747)

“…Background<p>Although reperfusion therapy has led to improvements in the acute phase of ST-segment elevation myocardial infarction (STEMI), the incidence of major adverse cardiovascular events (MACE) following STEMI has not significantly decreased. The accumulation of epicardial adipose tissue (EAT) may be associated with poorer STEMI prognosis and could serve as a potential prognostic marker. …”

Data Sheet 2_Profile and risk factors of blood donors who experienced adverse reactions: a cross-sectional study on donor hemovigilance data reported to the national network from 2... by Junhong Yang (7807046)

“…Finally, donors from outdoor blood collection sites (0.590%) and groups (1.073%) were at a significantly higher risk of syncope compared to those from indoor blood donation sites (0.438%) and individual donors (0.174%).…”

Image 2_Prediction of major adverse cardiovascular events following ST-segment elevation myocardial infarction using cardiac obesity marker—epicardial adipose tissue mass index: a... by Zeyan Liu (3748747)

“…Background<p>Although reperfusion therapy has led to improvements in the acute phase of ST-segment elevation myocardial infarction (STEMI), the incidence of major adverse cardiovascular events (MACE) following STEMI has not significantly decreased. The accumulation of epicardial adipose tissue (EAT) may be associated with poorer STEMI prognosis and could serve as a potential prognostic marker. …”

Image 5_Prediction of major adverse cardiovascular events following ST-segment elevation myocardial infarction using cardiac obesity marker—epicardial adipose tissue mass index: a... by Zeyan Liu (3748747)

“…Background<p>Although reperfusion therapy has led to improvements in the acute phase of ST-segment elevation myocardial infarction (STEMI), the incidence of major adverse cardiovascular events (MACE) following STEMI has not significantly decreased. The accumulation of epicardial adipose tissue (EAT) may be associated with poorer STEMI prognosis and could serve as a potential prognostic marker. …”

Image 1_Prediction of major adverse cardiovascular events following ST-segment elevation myocardial infarction using cardiac obesity marker—epicardial adipose tissue mass index: a... by Zeyan Liu (3748747)

“…Background<p>Although reperfusion therapy has led to improvements in the acute phase of ST-segment elevation myocardial infarction (STEMI), the incidence of major adverse cardiovascular events (MACE) following STEMI has not significantly decreased. The accumulation of epicardial adipose tissue (EAT) may be associated with poorer STEMI prognosis and could serve as a potential prognostic marker. …”

Image 3_Prediction of major adverse cardiovascular events following ST-segment elevation myocardial infarction using cardiac obesity marker—epicardial adipose tissue mass index: a... by Zeyan Liu (3748747)

“…Background<p>Although reperfusion therapy has led to improvements in the acute phase of ST-segment elevation myocardial infarction (STEMI), the incidence of major adverse cardiovascular events (MACE) following STEMI has not significantly decreased. The accumulation of epicardial adipose tissue (EAT) may be associated with poorer STEMI prognosis and could serve as a potential prognostic marker. …”

Data Sheet 1_Profile and risk factors of blood donors who experienced adverse reactions: a cross-sectional study on donor hemovigilance data reported to the national network from 2... by Junhong Yang (7807046)

“…Finally, donors from outdoor blood collection sites (0.590%) and groups (1.073%) were at a significantly higher risk of syncope compared to those from indoor blood donation sites (0.438%) and individual donors (0.174%).…”

Data_Sheet_1_Effects of COVID-19-targeted non-pharmaceutical interventions on pediatric hospital admissions in North Italian hospitals, 2017 to 2022: a quasi-experimental study int... by Giuseppe Maglietta (12992976)

“…ITS analysis confirms a high reduction of level change during school closure for Respiratory Diseases (HRR 0.19, 95%CI 0.08–0.47) and a similar but smaller significant reduction when mitigation measures were enacted. …”

Data_Sheet_1_Effects of COVID-19-targeted non-pharmaceutical interventions on pediatric hospital admissions in North Italian hospitals, 2017 to 2022: a quasi-experimental study int... by Giuseppe Maglietta (12992976)

“…ITS analysis confirms a high reduction of level change during school closure for Respiratory Diseases (HRR 0.19, 95%CI 0.08–0.47) and a similar but smaller significant reduction when mitigation measures were enacted. …”

Supplementary file 1_The evolution of the global disease burden of polycystic ovary syndrome and the role of regional heterogeneity in high body mass index exposure: a spatiotempor... by Ying Feng (151159)

“…In contrast, metabolic disease burden was significantly elevated in postmenopausal women, exhibiting a pattern distinct from that of PCOS.…”

Bird’s own song is similarly represented by NCM neurons when sung or played back a) Schematic of behavioral contexts. b-e) Effect of behavioral context on response properties of ne... by Daniel J. Pollak (14593065)

“…Asterisks indicate significance of <b>p</b> <  0.05. Dots indicate individual neurons, horizontal lines indicate mean, and thin vertical lines indicate 95% confidence intervals.…”

PRISMA flow chart. by Adeniyi Adeboye (21763205)

“…Additionally, it increased self-efficacy (n = 267; <i>d,</i> 95% CI = 0.22, 0.00 to 0.44) and recovery (n = 285; <i>d,</i> 95% CI = 0.19, -0.02 to 0.41). However, there was a decrease in stigma resistance (n = 318; <i>d</i>, 95% CI = -0.13, -0.36 to 0.10). …”

Characteristics of included studies. by Adeniyi Adeboye (21763205)

“…Additionally, it increased self-efficacy (n = 267; <i>d,</i> 95% CI = 0.22, 0.00 to 0.44) and recovery (n = 285; <i>d,</i> 95% CI = 0.19, -0.02 to 0.41). However, there was a decrease in stigma resistance (n = 318; <i>d</i>, 95% CI = -0.13, -0.36 to 0.10). …”

EPHPP tool quality assessment results. by Adeniyi Adeboye (21763205)

“…Additionally, it increased self-efficacy (n = 267; <i>d,</i> 95% CI = 0.22, 0.00 to 0.44) and recovery (n = 285; <i>d,</i> 95% CI = 0.19, -0.02 to 0.41). However, there was a decrease in stigma resistance (n = 318; <i>d</i>, 95% CI = -0.13, -0.36 to 0.10). …”

Data Sheet 1_Virus-like particles containing the extracellular domain of G protein in combination with a CTL peptide of M2 elicit protection against respiratory syncytial virus inf... by Huan Qin (3511913)

“…Post-RSV challenge, mice vaccinated with G_ECD/M2_82-90-VLPs exhibited a substantially increased proportion of CD25⁺FoxP3⁺ Treg cells and a decreased percentage of Th17 cells in the lungs. …”