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The success of deep learning over the traditional machine learning techniques in handling artificial intelligence application tasks such as image processing, computer vision, object detection, speech recognition, medical imaging and so on, has made deep learning the buzz word that dominates Artificial Intelligence applications. From the last decade, the applications of deep learning in physiological signals such as electrocardiogram (ECG) have attracted a good number of research. However, previous surveys have not been able to provide a systematic comprehensive review including biometric ECG based systems of the applications of deep learning in ECG with respect to domain of applications. To address this gap, we conducted a systematic literature review on the applications of deep learning in ECG including biometric ECG based systems. The study analyzed systematically, 150 primary studies with evidence of the application of deep learning in ECG. The study shows that the applications of deep learning in ECG have been applied in different domains. We presented a new taxonomy of the domains of application of the deep learning in ECG. The paper also presented discussions on biometric ECG based systems and meta-data analysis of the studies based on the domain, area, task, deep learning models, dataset sources and preprocessing methods. Challenges and potential research opportunities were highlighted to enable novel research. We believe that this study will be useful to both new researchers and expert researchers who are seeking to add knowledge to the already existing body of knowledge in ECG signal processing using deep learning algorithm. [ABSTRACT FROM AUTHOR]

BACKGROUND: Caregivers play an important role in the management and care of individuals with chronic medical conditions. This is because; they provide emotional, physical, financial as well as spiritual support to their wards. However, the process of caregiving is usually associated with feelings of burden and psychological distress. METHODS: This study was a descriptive, cross-sectional, clinicbased study done at the endocrinology clinic of a Teaching hospital in Northern Nigeria. It was done utilizing the Zarit Burden Interview, the General Health Questionnaire (12 item version) and a socio-demographic questionnaire designed by the authors. The levels of burden as well as the factors associated with burden and psychological distress in one hundred caregivers of patients with Type 2 Diabetes Mellitus were assessed. Statistical analysis was done using chi square, independent T test and linear regression. RESULTS: Forty- two percent (42%) of caregivers experienced little or no burden, 47% had mild to moderate burden, 8% had moderate to severe burden, while 3% had severe burden. When the ZBI scores were dichotomized into 'low' and 'high' burden, 89% were found to experience low burden, while 11% experienced high burden. On logistic regression, females were found to be four times more likely to experience high burden, while Thirty-five (35%) percent of caregivers had a GHQ score of > 3, signifying psychological distress and psychological distress was found to be significantly associated with burden. CONCLUSION: Many Nigerian caregivers of patients with Type 2 Diabetes Mellitus experience burden and psychological distress associated with caregiving, especially female caregivers and those taking care of those taking care of patients with complications. It is therefore important for clinicians to recognize burdened caregivers and intervene appropriately in order to improve the quality of care of these patients [ABSTRACT FROM AUTHOR]

Background: Good adherence to highly active antiretroviral therapy (HAART) is required for viral suppression and prevention of drug resistance. Patients' adherence to HAART has not been determined since the commencement of HAART at the University of Ilorin Teaching Hospital (UITH), Ilorin, Nigeria, over 5 years ago. Objectives: To determine the adherence level of people living with HIV/AIDS (PLWHA) to HAART and identify associated factors. Methodology: A semistructured questionnaire was administered to PLWHA, who were accessing treatment. Sociodemographic, lifestyle, HIV medical, and drug history were obtained from them. Adherence was self-reported. Good adherence was taking of 95% of the prescribed doses of HAART over the preceding 30 days before consultation. Results: Study participants were 253; majority, 58.5%, were females. About 70.8% of them had good adherence. Older age and male sex correlated better with adherence. Conclusion: People living with HIV/AIDS were quite adherent to HAART. Male sex and older age were positive predictors of adherence. Adherence among the young age and females needs strengthening. [ABSTRACT FROM AUTHOR]

Previous studies have reported abnormal pulmonary function and pulmonary hypertension among Nigerians with sickle cell disease, but there is no report of interstitial lung disease among them. We report a Nigerian sickle cell patient who presented with computed tomography proven interstitial lung disease complicated by pulmonary hypertension and cor pulmonale. [ABSTRACT FROM AUTHOR]

Background: Reports have shown that normotensive offspring of hypertensive parents (OHP) are at increased risk of developing systemic hypertension (SH) and adverse cardiovascular events later in life. The pathological antecedents of this are thought to be alterations in the structure and function of left ventricle. Therefore, the present study aimed at determining left ventricular mass and geometry in OHP and compared with offspring without parental hypertension. Methods: Sixty-five OHP aged 15-25 years with 65-age and sex-matched offspring of normotensive parents (ONP) were studied for early makers of hypertensive cardiovascular disease. Those with heart murmurs, structural heart diseases and blood pressure 9 140/90 mmHg were excluded. Electrocardiography (ECG) and echocardiogram were done in standard positions. Results: Mean left ventricular posterior wall thickness, left ventricular mass, left ventricular mass index (LVMI) and relative wall thickness (RWT) were significantly higher in the subjects than controls (p=0.001, 0.046, 0.03 and 0.004 respectively). LVMI correlated positively with systolic and diastolic blood pressure, waist circumference (WC), ECG voltage, and posterior wall diastolic dimension. Waist circumference was an independent predictor of LVMI in OHP. Conclusion: We concluded that normotensive OHP have alterations in left ventricular mass and structure; and should be considered as a special group that needs early dietary and lifestyle adjustments to prevent future cardiovascular events. [ABSTRACT FROM AUTHOR]

Introduction: metabolic syndrome portends an increased risk of cardiovascular events and death. Evidence showed that healthcare workers are at higher risk of cardiovascular events because of their engagement in night-shift work. Therefore, this study determined the association between metabolic syndrome and healthcare work status in Ekiti State, Nigeria. Methods: this was a crosssectional study involving 105 healthcare workers and 143 non-healthcare workers. The diagnosis of metabolic syndrome was made based on the International Diabetic Federation criteria: abdominal obesity plus, any two of: elevated blood pressure ≥ 130/85 mmHg or previous diagnosis of hypertension on the use of antihypertensive medications; impaired fasting glucose; elevated triglycerides; and low HDL-cholesterol. Factors associated with metabolic syndrome were analysed using univariable and multivariable analysis. Results: men comprised 37.9% of the study population and the mean age was 42.1 ± 9.7 years. The prevalence of metabolic syndrome was similar in both groups (HCWs-29.5% vs non-HCWs- 28.0%, p-value=0.789); overall prevalence was 28.6%. Abdominal obesity, elevated total cholesterol and elevated LDL-cholesterol occurred more frequently in HCWs than in non-HCWs: (68.6% vs 55.2%, pvalue= 0.034; 65.7% vs 39.2%, p-value= < 0.001 and 50.5 vs 28.7%; p-value < 0.001) respectively. Female sex (aOR: 3.67, 95% CI: 1.74-7.45; p < 0.001) and obesity (aOR: 4.39, 95% CI: 2.31-8.37; p < 0.001) were associated with metabolic syndrome. Conclusion: a similar prevalence of metabolic syndrome was observed in the healthcare workers and the non- healthcare workers. However, abdominal obesity, elevated total cholesterol and elevated LDL-cholesterol occurred more frequently in healthcare workers than in non- healthcare workers. [ABSTRACT FROM AUTHOR]

Background: Good adherence to highly active antiretroviral therapy (HAART) is required for viral suppression and prevention of drug resistance. Patients' adherence to HAART has not been determined since the commencement of HAART at the University of Ilorin Teaching Hospital (UITH), Ilorin, Nigeria, over 5 years ago., Objectives: To determine the adherence level of people living with HIV/AIDS (PLWHA) to HAART and identify associated factors., Methodology: A semistructured questionnaire was administered to PLWHA, who were accessing treatment. Sociodemographic, lifestyle, HIV medical, and drug history were obtained from them. Adherence was self-reported. Good adherence was taking of 95% of the prescribed doses of HAART over the preceding 30 days before consultation., Results: Study participants were 253; majority, 58.5%, were females. About 70.8% of them had good adherence. Older age and male sex correlated better with adherence., Conclusion: People living with HIV/AIDS were quite adherent to HAART. Male sex and older age were positive predictors of adherence. Adherence among the young age and females needs strengthening.