4 articles for “Apnea”

Research ArticleOpen accessEvery word in the titleTime Clustering of the Occurrence of Sleep ApneaNur Zakiah Mohd SaatProblem statement: In this study, the inequality of apnea rates during sleep was investigated. Approach: This study used a database comprising 13 patients with apnea problems. The data was extracted from the MIT-BIH database. The Lorenz curve and Gini index were used to determine the inequality of apnea rates. In order to test for cluster, random or regular patterns of … …American Journal of Applied Sciences, Vol. 8, Issue 11 · 23 Sep 2011 · 6,858 accessesView PDF Cite

Research ArticleOpen accessEvery word in the titleBayesian Methods for Ranking the Severity of Apnea among PatientsNur Zakiah Mohd Saat, Kamarulzaman Ibrahim, Abdul Aziz JemainProblem statement: Studies on apnea patients are often carried out based on data obtained from the sleep study. This data is quite scarce since high cost is required for conducting the study. Bayesian method is particularly suitable for analyzing limited data as it allows for updating of information by combining the current information with the prior belief. Approach: In this … …American Journal of Applied Sciences, Vol. 7, Issue 2 · 28 Feb 2010 · 7,550 accessesView PDF Cite

Research ArticleOpen accessIn the abstractNeurofeedback Therapy Meets Transformers: Rewiring Sleep Disorders Through AI-Driven EEG ModulationAmala Ann KA, Vaidhehi VSleep disorders such as insomnia, sleep Apnea, and hypersomnia significantly impair neurophysiological functioning, yet conventional treatments like Cognitive Behavioral Therapy for Insomnia (CBT-I) remain resource-intensive and difficult to personalize. This study introduces a novel AI-powered neurofeedback simulation framework designed to detect dysregulated EEG frequency band activity across sleep stages and simulate targeted interventions. A Transformer-based model serves as the core … …Journal of Computer Science, Vol. 22, Issue 2 · 3 Mar 2026 · 1,674 accessesView PDF Cite

Research ArticleOpen accessIn the abstractOrlistat Induce Renal Toxicity, DNA Damage, and Apoptosis in Normal and Obese Female RatsHaneen Mushtaq Hameed, Ahmed Flayyih Hasan, Zainab Haytham Razooki et al.Obesity has been linked to several chronic diseases, including fatty liver disease, fatty heart disease, diabetes mellitus, hypertension, obstructive sleep apnea, and cancer. The purpose of the current study was to determine how Orlistat affected renal toxicity, DNA damage, and apoptosis that were brought on by obesity in normal and obese female rats. There were four groups made up of … …OnLine Journal of Biological Sciences, Vol. 23, Issue 1 · 18 Jan 2023 · 5,831 accessesView PDF Cite