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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

Cardiovascular/Stroke Risk Assessment in Patients with Erectile Dysfunction-A Role of Carotid Wall Arterial Imaging and Plaque Tissue Characterization Using Artificial Intelligence Paradigm: A Narrative Review
Diagnostics (Basel). 2022 May 17;12(5):1249. doi: 10.3390/diagnostics12051249.ABSTRACTPURPOSE: The role of erectile dysfunction (ED) has recently shown an association with the risk of stroke and coronary heart disease (CHD) via the atherosclerotic pathway. Cardiovascular disease (CVD)/stroke risk has been widely understood with the help of carotid artery disease (CTAD), a surrogate biomarker for CHD. The proposed study emphasizes artificial intelligence-based frameworks such as machine learning (ML) and deep learning (DL) that can accurately predict the severity of CVD/stroke risk using carotid wall arterial imaging in ED ...
Source: Atherosclerosis - May 28, 2022 Category: Cardiology Authors: Narendra N Khanna Mahesh Maindarkar Ajit Saxena Puneet Ahluwalia Sudip Paul Saurabh K Srivastava Elisa Cuadrado-Godia Aditya Sharma Tomaz Omerzu Luca Saba Sophie Mavrogeni Monika Turk John R Laird George D Kitas Mostafa Fatemi Al Baha Barqawi Martin Miner Source Type: research

Valuing health states of people with type  2 diabetes: Analyses of the nationwide representative linked databases
ConclusionsMajor vascular complications, connective tissue disease and depression are associated with considerably worse health ‐related quality of life. These health utility estimates can facilitate health economic evaluations to determine cost‐effective strategies for diabetes management.
Source: Journal of Diabetes Investigation - March 3, 2021 Category: Endocrinology Authors: Shihchen Kuo, Chun ‐Ting Yang, Hsuan‐Ying Chen, Huang‐Tz Ou Tags: Original Article Source Type: research

Mental health and demographic correlates of loneliness after left ventricular assist device implantation
This study used a cross-sectional survey design on a convenience sample of LVAD patients (n = 73). Logistic regression was used to identify demographic correlates of loneliness; linear regression was used to examine the relationship between loneliness and both stress and depression. Loneliness was measured via the loneliness item from the Center for Epidemiologic Studies Depression (CESD), depression via the CESD (excluding the loneliness item), and stress via the Perceived Stress Scale. In bivariate analyses, older age (OR per year = 0.958, 95%CI = 0.919-0.998) and being partnered (OR = 0.245, 95%CI = 0.083-0.724) were as...
Source: The International Journal of Artificial Organs - February 25, 2021 Category: Transplant Surgery Authors: Sarah C Griffin Yasmine M Eshera Eileen J Burker Source Type: research

Valuing health states of people with type 2 diabetes: Analyses of the nationwide representative linked databases
ConclusionsMajor vascular complications, connective tissue disease, and depression are associated with considerably worse HRQoL. These health utility estimates can facilitate health economic evaluations to determine cost ‐effective strategies for diabetes management.
Source: Journal of Diabetes Investigation - February 4, 2021 Category: Endocrinology Authors: Shihchen Kuo, Chun ‐Ting Yang, Hsuan‐Ying Chen, Huang‐Tz Ou Tags: ORIGINAL ARTICLE Source Type: research

Cardiac complications in inherited mitochondrial diseases
In this study, we looked at molecular genetics of MIDs and cardiac manifestations in patients with mitochondrial dysfunction.
Source: Heart Failure Reviews - July 28, 2020 Category: Cardiology Source Type: research

Repeated Changes to the Gravitational Field Negatively Affect the Serum Concentration of Select Growth Factors and Cytokines
This study was carried out in accordance with the recommendations of the ethical committee of the Ruhr-Universität Bochum with written informed consent from all subjects. All subjects gave written informed consent in accordance with the Declaration of Helsinki. The protocol was approved by the ethical committee of the Ruhr-Universität Bochum (Register-Number 5158–14). Author Contributions US, FS, LG, and AK performed the experiments. US and TR analyzed the data, created the figures, and drafted the manuscript. TW, FS, and NB designed the study. All authors revised the manuscript and approved its fina...
Source: Frontiers in Physiology - April 16, 2019 Category: Physiology Source Type: research

Diet Beverages Linked To Increased Stroke Risk & Heart Attacks
This study, as well as other research on the connection between diet beverages and vascular disease, is observational and cannot show cause and effect. That’s a major limitation, researchers say, as it’s impossible to determine whether the association is due to a specific artificial sweetener, a type of beverage or another hidden health issue. “Postmenopausal women tend to have higher risk for vascular disease because they are lacking the protective effects of natural hormones,” North Carolina cardiologist Dr. Kevin Campbell said, which could contribute to increased risk for heart disease and stroke...
Source: WBZ-TV - Breaking News, Weather and Sports for Boston, Worcester and New Hampshire - February 14, 2019 Category: Consumer Health News Authors: Health – CBS Boston Tags: Health News CNN Heart Attack Stroke Source Type: news

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