The current study describes the development of a short pre-clinic survey that helped multidiscipline providers to elicit patient perspective on barriers to HIV primary care. The survey was piloted with 318 patients returning to care after being lost to care for at least 12 months. Reasons for breaks in care were dependent on age, gender, and race. Concerns about confidentiality in care were more commonly reported by African-American, Latino, and younger patients, while concerns relating to acceptance of diagnosis and side effects were greater for women, African-American, and Latino participants. Further, Intimate Partner Violence (IPV) and transportation were greater concerns for women and younger patients in the sample. 相似文献
ObjectiveTo construct deep learning (DL) models to improve the accuracy and efficiency of thyroid disease diagnosis by thyroid scintigraphy.MethodsWe constructed DL models with AlexNet, VGGNet, and ResNet. The models were trained separately with transfer learning. We measured each model’s performance with six indicators: recall, precision, negative predictive value (NPV), specificity, accuracy, and F1-score. We also compared the diagnostic performances of first- and third-year nuclear medicine (NM) residents with assistance from the best-performing DL-based model. The Kappa coefficient and average classification time of each model were compared with those of two NM residents.ResultsThe recall, precision, NPV, specificity, accuracy, and F1-score of the three models ranged from 73.33% to 97.00%. The Kappa coefficient of all three models was >0.710. All models performed better than the first-year NM resident but not as well as the third-year NM resident in terms of diagnostic ability. However, the ResNet model provided “diagnostic assistance” to the NM residents. The models provided results at speeds 400 to 600 times faster than the NM residents.ConclusionDL-based models perform well in diagnostic assessment by thyroid scintigraphy. These models may serve as tools for NM residents in the diagnosis of Graves’ disease and subacute thyroiditis. 相似文献
Background: People with intellectual disability (ID) have higher risk of mental morbidity and specialised training may be required in their management. We explored the training needs and knowledge as well as perceptions of care of such patients among residents and non-residents working in psychiatry.
Method: The study was conducted as an anonymous survey. Questionnaires were sent to all residents and non-residents at a large psychiatric hospital in Singapore.
Results: Forty-eight out of the 76 questionnaires sent out were returned. All participants responded that postgraduate training was required in the area of ID and mental health and according to the majority, available training was inadequate. Over 90% believed that people with ID were vulnerable to exploitation and they should be under a specialist team.
Conclusion: Efforts should be made to include specialist training in psychiatry of ID in the Singapore psychiatry curriculum to enhance the knowledge and expertise of psychiatrists in this field. 相似文献
Hemoglobinopathies such as β-thalassemia (β-thal) and sickle cell anemia (or Hb S [β6(A3)Glu→Val]) impose a major health burden in the Indian population. To determine the frequencies of the HBB gene mutations in eastern Indian populations and to compare with the available data, a comprehensive molecular analysis of the HBB gene was done in the normal Odisha State population. Using polymerase chain reaction (PCR), restriction fragment length polymorphism (RFLP), amplification refractory mutation system (ARMS) and DNA sequencing techniques, β-thal and sickle cell anemia mutations were characterized in 267 healthy individuals. Entire HBB gene sequencing showed 63 different mutations including 11 new ones. The predominant mutation HBB: c.9T?>?C was observed at a high frequency (19.57%) in the normal population. In the urban population of Odisha State, India, carrier frequency of hemoglobinopathies was found to be 18.48%, and for β-thal, the carrier rate was 14.13%, which is very high indeed. In the absence of a complete cure by any expensive treatment and drug administration, this information would be helpful for planning a population screening program and establishing prenatal diagnosis of β-thal in order to reduce the burden of such a genetic disease. 相似文献
This study aims to examine the extent to which people are socially integrated and the association between social support and depressive symptoms among Chinese adults, with regard to the moderating effect of the rural or urban residence. The author used data from the China health and longitudinal study (CHARLS), a nationally representative longitudinal survey of the population of adults aged over 45 in China. A total of 16,372 participants were included in this study, and the mean age of the sample was 59.7. Three variables were used to measure participants' social support: family size, proximity of support, and social involvement. The Chinese version of 10-item center for epidemiologic studies depression scale was used as a measurement tool for depressive symptoms. The findings demonstrate that small family size, living with a spouse, frequency of contact with children, and a number of social activities have significant effects on depressive symptoms. For all aspects of social support, the influence on depressive symptoms is not significantly different between urban and rural areas. Family support, especially the support of a spouse is crucial to prevent depression. This study also identifies the vital effect of social activity and encourages the government to improve public services, especially in rural areas. 相似文献