Table 2_Association between platelet-to-red cell distribution width ratio and all-cause mortality in critically ill patients with non-traumatic cerebral hemorrhage: a retrospective... by Rongrong Lu (322302)

“…As PRR increased, restrictive cubic splines showed a progressive decrease in the probability of all-cause mortality. …”

Table 1_The relationship between dietary sodium intake and all-cause mortality in patients with non-alcoholic fatty liver disease: a cohort study from NHANES 2003–2018.docx by Jiajun Li (1410187)

“…</p>Conclusion<p>This study suggests that higher sodium intake in individuals with NAFLD is associated with increased disease incidence but decreased all-cause mortality. The dose–response relationship between sodium intake and mortality risk exhibited a nonlinear pattern, with a critical inflection point around 3.5 grams per day.…”

Comparative analysis of PRRs and select transcripts related to thrombosis, coagulation and platelet-leukocyte interactions across three respiratory infections, COVID19, influenza a... by Heather Learnard (22075952)

IE2 inhibits the activation of macrophages <i>in vivo.</i> by Xianjuan Zhang (11630062)

IE2 up-regulated IL10/STAT3 signaling pathway. by Xianjuan Zhang (11630062)

The effect of IE2 on function of primary macrophages. by Xianjuan Zhang (11630062)

Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML by Ayush Garg (21090944)

“…The important findings of our studies are as follows: (i) there is no effect of threshold optimization on ranking metrics such as AUC and AUPR, but AUC and AUPR get affected by class-weighting and SMOTTomek; (ii) for ML methods RF and SVM, significant percentage improvement up to 375, 33.33, and 450 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy, which are suitable for performance evaluation of imbalanced data sets; (iii) for AutoML libraries AutoGluon-Tabular and H2O AutoML, significant percentage improvement up to 383.33, 37.25, and 533.33 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy; (iv) the general pattern of percentage improvement in balanced accuracy is that the percentage improvement increases when the class ratio is systematically decreased from 0.5 to 0.1; in the case of F1 score and MCC, maximum improvement is achieved at the class ratio of 0.3; (v) for both ML and AutoML with balancing, it is observed that any individual class-balancing technique does not outperform all other methods on a significantly higher number of data sets based on F1 score; (vi) the three external balancing techniques combined outperformed the internal balancing methods of the ML and AutoML; (vii) AutoML tools perform as good as the ML models and in some cases perform even better for handling imbalanced classification when applied with imbalance handling techniques. …”

Forest plot depicting hazard ratios for the development of cardiovascular diseases. by Teng-Li Lin (5559284)

NS co-suppresses Ox-LDL-induced apoptosis in RAW264.7 cells. by Yihua Wang (491766)

NS affects the PI3K/AKT/mTOR pathway in RAW264.7 cells. by Yihua Wang (491766)

NS enhances autophagy inhibits atherosclerosis in RAW264.7 cells. by Yihua Wang (491766)

NS suppresses inflammation induced by Ox-LDL in RAW264.7 cells. by Yihua Wang (491766)

NS affects lipid transport in ApoE^-/-mouse models. by Yihua Wang (491766)

NS delays the formation of atherosclerotic plaques in ApoE^-/- mouse models. by Yihua Wang (491766)

NS attenuates ox-LDL-induced foam cell formation. by Yihua Wang (491766)

NS restores macrophage autophagy and alleviates the progression of atherosclerosis by inhibiting the PI3K/Akt/mTOR pathway. by Yihua Wang (491766)

The spatial pattern of dengue including hotspot and coldspot in Bangladesh in 2019–2023. by Kamal Hossain (331680)

The spatial distribution of dengue incidence rate per million by month across districts of Bangladesh in 2023. by Kamal Hossain (331680)

The spatial distribution of dengue incidence rate per million by month across districts of Bangladesh in 2022. by Kamal Hossain (331680)

The spatial distribution of districtwide dengue cases and dengue incidence rate (DIR) per million in Bangladesh in 2019–2023. by Kamal Hossain (331680)