S2 Data - حسب Amani S. Alghamdi (20500935)

"…<div><p>In this paper, we propose a new flexible statistical distribution, the Topp-Leone Exponentiated Chen distribution, to model real-world data effectively, with a particular focus on COVID-19 data. …"

Table 1_Inflammatory parameters mediates the relationship between dietary index for gut microbiota and frailty in middle-aged and older adults in the United States: findings from a... حسب Qijiang Yang (21096683)

"…RCS showed that the risk of frailty decreased linearly with increasing DI-GM levels. Mediation analysis indicated significant effects for leukocyte count, neutrophil count, NLR, and SIRI, with mediation proportions of 5.7, 7.9, 4.4, and 5.5%, respectively (all p < 0.001).…"

The infected data of Saudi Arabia for 65 days. حسب Amani S. Alghamdi (20500935)

"…<div><p>In this paper, we propose a new flexible statistical distribution, the Topp-Leone Exponentiated Chen distribution, to model real-world data effectively, with a particular focus on COVID-19 data. …"

The recovered data of Saudi Arabia for 65 days. حسب Amani S. Alghamdi (20500935)

"…<div><p>In this paper, we propose a new flexible statistical distribution, the Topp-Leone Exponentiated Chen distribution, to model real-world data effectively, with a particular focus on COVID-19 data. …"

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... حسب 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... حسب Sreejith Meppoyilam (20563139)

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

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

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

Data Sheet 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 ba... حسب Chunxiu Zhao (21650204)

"…</p>Results<p>Diet-attributable cancer deaths in China decreased from 9.9% (95% CI: 2.2–20.5%) to 6.3% (95% CI: 2.1–12.8%) during 1990–2021. …"

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

Multi-State Redox and Light-Driven Switching of Pseudorotaxanation and Cation Shuttling حسب Robert Hein (4849108)

"…Specifically, the neutral switches can be quantitatively converted between <i>anti-</i> and <i>syn-</i>folded receptor geometries by irradiation, leading to the discovery of a significant increase or decrease in cation binding affinity, which was exploited to shuttle the pseudorotaxane-forming dibenzylammonium guest between the switchable crown ethers of slightly different sizes. …"

Data Sheet 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 Bur... حسب 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.…"

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... حسب 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. حسب 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. حسب 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. حسب 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. حسب 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. حسب 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... حسب 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 2_Prediction of major adverse cardiovascular events following ST-segment elevation myocardial infarction using cardiac obesity marker—epicardial adipose tissue mass index: a... حسب 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... حسب 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. …"