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Development of rapid and effective risk prediction models for stroke in the Chinese population: a cross-sectional study
Conclusion The five machine learning models all had good predictive and discriminatory performance for stroke. The performance of RF and XGBoost was slightly better than that of LR, which was easier to interpret and less prone to overfitting. This work provides a rapid and accurate tool for stroke risk assessment, which can help to improve the efficiency of stroke screening medical services and the management of high-risk groups.
Source: BMJ Open - March 1, 2023 Category: General Medicine Authors: Qiu, Y., Cheng, S., Wu, Y., Yan, W., Hu, S., Chen, Y., Xu, Y., Chen, X., Yang, J., Chen, X., Zheng, H. Tags: Open access, Public health Source Type: research

Replacing salt with low-sodium salt substitutes (LSSS) for cardiovascular health in adults, children and pregnant women
CONCLUSIONS: When compared to regular salt, LSSS probably reduce blood pressure, non-fatal cardiovascular events and cardiovascular mortality slightly in adults. However, LSSS also probably increase blood potassium slightly in adults. These small effects may be important when LSSS interventions are implemented at the population level. Evidence is limited for adults without elevated blood pressure, and there is a lack of evidence in pregnant women and people in whom an increased potassium intake is known to be potentially harmful, limiting conclusions on the safety of LSSS in the general population. We also cannot draw firm...
Source: Cochrane Database of Systematic Reviews - August 9, 2022 Category: General Medicine Authors: Amanda Brand Marianne E Visser Anel Schoonees Celeste E Naude Source Type: research

Salt Substitute Cut Disease and Death Rates in Large Trial
A randomized trial recently reported in the New England Journal of Medicine focused on an important question for older adults with high blood pressure or a previous stroke: Can switching from regular salt to a 75% sodium chloride and 25% potassium chloride substitute help protect against stroke, major cardiovascular events, or death?
Source: JAMA - October 26, 2021 Category: General Medicine Source Type: research

Screening strategies for hypertension.
CONCLUSIONS: There is an implicit assumption that early detection of hypertension through screening can reduce the burden of morbidity and mortality, but this assumption has not been tested in rigorous research studies. High-quality evidence from RCTs or programmatic evidence from NRCTs on the effectiveness and costs or harms of different screening strategies for hypertension (mass, targeted, or opportunistic) to reduce hypertension-related morbidity and mortality is lacking. PMID: 32378196 [PubMed - in process]
Source: Cochrane Database of Systematic Reviews - May 6, 2020 Category: General Medicine Authors: Schmidt BM, Durao S, Toews I, Bavuma CM, Hohlfeld A, Nury E, Meerpohl JJ, Kredo T Tags: Cochrane Database Syst Rev Source Type: research

Multimorbidity of cardiometabolic diseases: a cross-sectional study of patterns, clusters and associated risk factors in sub-Saharan Africa
Conclusion Our findings show that cardiometabolic multimorbidity and lifestyle risk factors cluster in distinct patterns with a disproportionate burden among women, middle-aged, persons in high socioeconomic positions, and those with sedentary lifestyles and obesity. These results provide insights for health systems response in SSA to focus on these clusters as potential targets for integrated care.
Source: BMJ Open - February 9, 2023 Category: General Medicine Authors: Otieno, P., Asiki, G., Wekesah, F., Wilunda, C., Sanya, R. E., Wami, W., Agyemang, C. Tags: Open access, Cardiovascular medicine Source Type: research