The problem to optimize decision rules and the number of informative signs for the automated diagnosis of the cerebrovascular pathology is analysed. A double application of the algorithm to subdivide the set into clusters makes it possible to decrease the number of informative counts and to rearrange separate signs thus decreasing the dimensionality of the sum dividing subspace and improving a recognition quality for a newly designed classifier even though the number of classes being diagnosed increases.
Download full-text PDF |
Source |
---|
Rev Cardiovasc Med
January 2025
Department of Cardiology, The Third Affiliated Hospital of Sun Yat-sen University, 510630 Guangzhou, Guangdong, China.
Background: Extensive research has established obstructive sleep apnea (OSA) as a contributing factor to numerous cardiovascular and cerebrovascular diseases. However, whether OSA affects in-stent restenosis (ISR) after elective drug-eluting stenting is unclear. Therefore, the objective of this study was to examine the impact of OSA on ISR in patients with coronary heart disease (CHD) who underwent successful elective drug-eluting stent (DES) implantation.
View Article and Find Full Text PDFClin Kidney J
January 2025
Faculty of Biology, Medicine and Health, School of Medical Sciences, University of Manchester, Oxford Road, Manchester, UK.
Background And Hypothesis: Mild cognitive impairment and dementia (CI) are common in patients with CKD. We aim to clarify whether and how CKD and CI coexistence increases adverse health outcomes.
Methods: This retrospective observational cohort study was conducted on CKD patients (stages 3-5) from the TriNetX platform.
Eur J Med Res
January 2025
Department of Rehabilitation Medicine, The Affiliated Hospital of Yunnan University, No. 176 Qingnian Road, Wuhua District, Kunming, Yunnan, China.
Background: Stress hyperglycemia ratio (SHR) has been linked to prognosis of cerebrovascular diseases. Nevertheless, the association between SHR and severe disturbance of consciousness (DC) and mortality among patients with cerebral infarction remains explored. This study seeks to assess the predictive potential of SHR for severe DC and mortality among patients with cerebral infarction.
View Article and Find Full Text PDFBMC Cardiovasc Disord
January 2025
MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, 80 Bond Street, Toronto, ON, M5B 1X2, Canada.
Background: Since national essential medicine lists guide the procurement of medicines for populations in many countries, and cardiovascular diseases are the leading cause of death globally, including cardiovascular medicines on these lists can significantly impact healthcare outcomes.
Methods: In this cross-sectional study, national essential medicines' lists from 158 countries were analysed on whether or not they included medicines to treat ischemic heart disease, cerebrovascular disease, and hypertensive heart disease. A linear regression model was used to evaluate the association between countries' coverage scores and amenable mortality.
Clin Neurol Neurosurg
January 2025
Department of Neurosurgery, Johns Hopkins University School of Medicine, MD, USA. Electronic address:
Objective: Cerebrovascular diseases are often associated with the development of depression, but few studies have assessed this association with brain arteriovenous malformations (bAVMs). We aim to explore the association of brain arteriovenous malformation(bAVM) with new onset depression at follow-up.
Methods: We performed a retrospective cohort study on adult bAVMs patients using an institutional bAVM database.
Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!