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Cardiac disease prediction using AI algorithms with SelectKBest
AbstractAtherosclerotic cardiovascular disease (ASCVD), which includes coronary heart disease (CHD) and ischemic stroke, is the leading cause of mortality globally. According to the European Society of Cardiology (ESC), 26 million people worldwide have heart disease, with 3.6 million diagnosed each year. Early detection of heart disease will aid in lowering the mortality rate. The lack of diversity in training data and the difficulty in comprehending the findings of complicated AI models are the key issues in current research for heart disease prediction using artificial intelligence. To overcome this, in this paper, cardi...
Source: Medical and Biological Engineering and Computing - September 8, 2023 Category: Biomedical Engineering Source Type: research

Etiology, clinical characteristics, and outcome of infective endocarditis: 10-year experience from a tertiary care center in Pakistan
In conclusion, our study provided valuable data on the clinical characteristics and outcomes of patients with IE in a developing country. S. aureus was the most common causative agent. Heart failure and stroke were the most common complications. The presence of prosthetic valves, history of chronic kidney disease, ischemic heart disease and previous stroke were associated with a significantly increased risk of mortality. Surgical management was not associated with improved outcomes.PMID:35347974 | DOI:10.4081/monaldi.2022.2212
Source: Monaldi Archives for Chest Disease - March 29, 2022 Category: Respiratory Medicine Authors: Sara Salim Ali Imran Ahmed Qureshi Ahmed Ayaz Ainan Arshad Awais Farhad Bushra Jamil Muhammad Rizwan Sohail Source Type: research

Any type of physical exercise is good for the heart
Conclusion This study shows that all physical activity, in any form, is good for us. This includes both recreational and non-recreational activities. Don't be misled by some of the media: non-recreational activities like housework are not "better" than recreational activities like playing sports or going to the gym. The fact that reduced risk was seen with non-recreational activity across all countries, but only seen with recreational activity in high-income countries was probably just because fewer people in lower-income countries play sports or go to the gym. The researchers estimate that 8% of all deaths and...
Source: NHS News Feed - September 22, 2017 Category: Consumer Health News Tags: Lifestyle/exercise Source Type: news

The effect of physical activity on mortality and cardiovascular disease in 130  000 people from 17 high-income, middle-income, and low-income countries: the PURE study
We examined whether different amounts and types of physical activity are associated with lower mortality and CVD in countries at different economic levels. Methods In this prospective cohort study, we recruited participants from 17 countries (Canada, Sweden, United Arab Emirates, Argentina, Brazil, Chile, Poland, Turkey, Malaysia, South Africa, China, Colombia, Iran, Bangladesh, India, Pakistan, and Zimbabwe). Within each country, urban and rural areas in and around selected cities and towns were identified to reflect the geographical diversity. Within these communities, we invited individuals aged between 35 and 70 years ...
Source: The Lancet - September 22, 2017 Category: General Medicine Source Type: research

Results of global fats and carbs study not very relevant for UK
Conclusion The results of the study have been presented in the media as if they overturn all current dietary guidelines. In the UK at least, that is completely misleading. The study results support the UK guidelines, having found that people who get around 50% of their calories from carbohydrates and 35% from fat, as recommended by Public Health England, were likely to live the longest. There are some limitations to the study, not least that observational studies cannot prove cause and effect. For example, the very low fat and high carbohydrate levels of diets found among some participants in the study might simply repres...
Source: NHS News Feed - August 30, 2017 Category: Consumer Health News Tags: Food/diet Source Type: news