Data Sheet 1_Global, regional, and national burden of sudden infant death syndrome, 1990–2021: a comprehensive analysis of GBD 2021 data with insights into the impact during the CO... by Yuhan Sun (299077)

“…Background<p>Sudden infant death syndrome (SIDS) remains a leading cause of infant mortality globally. Although the global burden has generally declined over recent decades, the COVID-19 pandemic may have influenced these trends. …”

Data Sheet 1_Biorefinery—inspired, two-step valorization strategy to manage plant-based recalcitrant organic waste, involving solvent extraction, and fermentation with Bacillus cla... by Sreejith Meppoyilam (20563139)

“…Deriving inspiration, the proposed strategy puts together a unique and compatible combination of processes. …”

Image 2_Global, regional, and national burden of acute glomerulonephritis from 1990 to 2021 and future trend predictions until 2036: a systematic analysis using the Global Burden o... by Yangtian Jiao (21725018)

“…Decomposition analysis highlighted the role of epidemiological improvements, balanced by the impacts of population growth and aging. Projections indicate a continued global decline, with a 43.81% reduction in the ASIR and a 62.92% decline in the age-standardized DALY rate by 2036.…”

Data Sheet 1_Biorefinery—inspired, two-step valorization strategy to manage plant-based recalcitrant organic waste, involving solvent extraction, and fermentation with Bacillus cla... by Sreejith Meppoyilam (20563139)

“…Deriving inspiration, the proposed strategy puts together a unique and compatible combination of processes. …”

Image 3_Global, regional, and national burden of acute glomerulonephritis from 1990 to 2021 and future trend predictions until 2036: a systematic analysis using the Global Burden o... by Yangtian Jiao (21725018)

“…Decomposition analysis highlighted the role of epidemiological improvements, balanced by the impacts of population growth and aging. Projections indicate a continued global decline, with a 43.81% reduction in the ASIR and a 62.92% decline in the age-standardized DALY rate by 2036.…”

Image 1_Global, regional, and national burden of acute glomerulonephritis from 1990 to 2021 and future trend predictions until 2036: a systematic analysis using the Global Burden o... by Yangtian Jiao (21725018)

“…Decomposition analysis highlighted the role of epidemiological improvements, balanced by the impacts of population growth and aging. Projections indicate a continued global decline, with a 43.81% reduction in the ASIR and a 62.92% decline in the age-standardized DALY rate by 2036.…”

Data Sheet 1_An alternative structured weight management protocol to rapid weight loss in mixed martial arts: a prospective interventional study of pre-competition weight managemen... by Clóvis Albuquerque Maurício (22389121)

“…For MMA athletes, adhering to an evidence-based Weight Management Protocol (WMP), targeting a 10% body weight reduction within 7 days prior to weigh-in, poses a significant challenge. …”

Image 2_Dietary risk factors and cancer mortality burden from 1990 to 2021: a comparative study of China and global regions with varying sociodemographic development levels based o... by Chunxiu Zhao (21650204)

Image 1_Dietary risk factors and cancer mortality burden from 1990 to 2021: a comparative study of China and global regions with varying sociodemographic development levels based o... by Chunxiu Zhao (21650204)

Image 3_Dietary risk factors and cancer mortality burden from 1990 to 2021: a comparative study of China and global regions with varying sociodemographic development levels based o... by Chunxiu Zhao (21650204)

Data Sheet 1_Antimycobacterial and immunomodulatory activities of sorafenib in a preclinical mouse model of TB infection through CD4+CD25low and CD8+CD25low effector T cells.pdf by Raju S. Rajmani (11134060)

“…It is one of the major global public health problems that leads to a high morbidity and mortality rate. Drug resistance in Mycobacterium tuberculosis (Mtb) is another significant and persistent public health concern. …”

Data Sheet 2_Antimycobacterial and immunomodulatory activities of sorafenib in a preclinical mouse model of TB infection through CD4+CD25low and CD8+CD25low effector T cells.pdf by Raju S. Rajmani (11134060)

“…It is one of the major global public health problems that leads to a high morbidity and mortality rate. Drug resistance in Mycobacterium tuberculosis (Mtb) is another significant and persistent public health concern. …”

Simulated centering ILD (cILD) patterns. by Carlos Jurado (20996552)

Table 1_Early dynamic changes in platelet counts and 28-day mortality in sepsis patients: a retrospective cohort study using dynamic latent class model and generalized additive mix... by Yong Han (111920)

“…The GAMM model revealed that PLT counts for patients who died were significantly lower and had a downward trend, while the survival group’s counts trended upward; the difference between the two groups generally exhibited an upward trend after admission, with a calculated average daily increase of 12.919 × 10⁹/L.…”

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. …”