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1.
BMJ Open ; 12(7): e052822, 2022 07 06.
Article in English | MEDLINE | ID: mdl-35793916

ABSTRACT

OBJECTIVES: The study aimed to determine the association of overweight and obesity with hypertension, diabetes and comorbidity among the adults of Bangladesh. STUDY DESIGN: This study used cross-sectional data from the nationally representative Bangladesh Demographic and Health Survey conducted in 2017-2018. The main outcome variables were hypertension, diabetes and comorbidity. Comorbidity was defined as the coexistence of hypertension and diabetes. Overweight and obesity, as measured by body mass index, were the main explanatory variables. The strength of the association was determined using the adjusted multiple logistic regression models. SETTING: Rural and urban areas in Bangladesh. PARTICIPANTS: The study included a total of 11 881 adults (5241 men and 6640 women) aged 18 years or older. RESULTS: The prevalence of hypertension, diabetes and comorbidity among the sample population were 28.5%, 9.9% and 4.5%, respectively. Among the respondents, 20.1% were overweight and 4.1% were obese. The risk of hypertension was 2.47 times more likely in the overweight group (adjusted OR (AOR) 2.47; 95% CI 2.22 to 2.75) and 2.65 times more likely in the obese group (AOR 2.65; 95% CI 2.16 to 3.26) compared with the normal or underweight group. Adults who were overweight and obese had 59% (AOR 1.59; 95% CI 1.37 to 1.84) and 88% (AOR 1.88; 95% CI 1.46 to 2.42) higher odds of having diabetes, respectively, than normal or underweight adults. Moreover, the risk of comorbidity was 2.21 times higher in overweight adults (AOR 2.21; 95% CI 1.81 to 2.71) and 2.86 times higher in obese adults (AOR 2.86; 95% CI 2.09 to 3.91) compared with normal or underweight adults. CONCLUSIONS: Using large-scale nationally representative data, we found that overweight and obesity were significantly associated with hypertension, diabetes and comorbidity. So, nationally representative data can be used for programme planning to prevent and treat these chronic conditions.


Subject(s)
Diabetes Mellitus , Hypertension , Adult , Bangladesh/epidemiology , Comorbidity , Cross-Sectional Studies , Diabetes Mellitus/epidemiology , Female , Humans , Hypertension/complications , Hypertension/epidemiology , Male , Obesity/complications , Obesity/epidemiology , Overweight/complications , Overweight/epidemiology , Prevalence , Thinness/complications , Thinness/epidemiology
2.
SN Comput Sci ; 2(4): 304, 2021.
Article in English | MEDLINE | ID: mdl-34075356

ABSTRACT

In this paper, we propose an ensemble-based transfer learning method to predict the X-ray image of a COVID-19 affected person. We have used a weighted Euclidean distance average as the parameter to ensemble the transfer learning model viz. ResNet50, VGG16, VGG19, Xception, and InceptionV3. Image augmentations have been carried out using generative adversarial network modelling. We took 784 training images, and 278 test images to validate our model accuracy, and the accuracy of our proposed model was around 98.67% for the training data set and 95.52% for the test data set. Along with that, we also propose a genetic algorithm optimized classification algorithm, to analyze the symptoms of COVID-19 for low, medium, and high-risk patients. The accuracy for the optimized set overshadowed the accuracy of un-optimized classification, and the optimized accuracy is as high as 88.96% for the optimized model. The novelty of this paper lies in the bi-sided model of the paper, i.e., we propose two major models, and one is the genetic algorithm optimized model to analyze the symptoms for a patient of varied risk and the other is to classify the X-ray image using an ensemble-based transfer learning model.

3.
J Clin Diagn Res ; 9(11): ZD16-9, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26673626

ABSTRACT

Stafne's bone cavity is a rare, asymptomatic, unilateral oval shaped radiolucent defect in the posterior region of the mandible below the inferior alveolar canal. The prevalence ranges from 0.10% to 0.48% and more common in males. It is mostly an incidental finding on panoramic radiograph. This radiolucency is considered to be a deformity of the medial cortex. This article presents five rare cases of Stafne's bone cavity which were referred for opinion or wrongly diagnosed by practicing health professionals as jaw tumour leading to psychological distress in these patients. This article also focuses on reviewing the published literature, differential diagnosis along with use of various diagnostic imaging resources for this bone defect and to add five new Indian cases to the literature.

4.
J Clin Diagn Res ; 9(10): JB01-5, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26557542

ABSTRACT

BACKGROUND: The rapidly flourishing health science has provided a ground to perform research work and contribute to the field of science. On the other hand, reporting the research is equally important as carrying out research. Many such researches and their ground breaking work remain unreported or do not reach the guild, because of poor drafting skills. In nine years since Journal of Clinical and Diagnostic Research (JCDR) inception, editorial have come across many manuscripts which are clinically and socially relevant in their message, but lack legible drafting. It was felt that an objective analysis of the reasons for rejection, of manuscripts, is required. AIM: The present study was conducted with the aim to determine the reasons for rejection of medical and dental manuscript submitted in JCDR. MATERIALS AND METHODS: Retrospective analysis of 1000 consecutive medical and dental articles submitted to JCDR since 1(st) August 2014 was done. Only those articles (902) that reached the end point on decision were considered. The reasons of rejection for medical and dental articles were enlisted and analyzed. When there were multiple reasons of rejection and all of them were critical, then they were counted in all the categories. RESULTS: Out of the 902 consecutive articles 522 articles underwent rejection. Among the rejected ones, dental specialty comprised of 43.5% and medical articles contributed 56.5%. The most frequent reasons for rejection were commonality (44.6%), non compliance by authors (17.8%), methodological issues (17.3%), plagiarism (11.1%), received same topic and published (7.66%), poor draft (6.70%), data inconsistency (5.77%), mismanagement (1.72%), blacklisted author (1.14%), ethical and out of scope were 0.57% each. CONCLUSION: Based on our findings, it can be concluded that manuscript rejection can be avoided by the authors, if the topic is well choosen and communication is maintained with the journal editorial.

5.
J Clin Diagn Res ; 9(12): ZE05-7, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26817000

ABSTRACT

The concept of Unani medicine is based on balancing body humours, the imbalance of which causes diseases. The application of leech therapy in medical and dental science is well recognized. Although easy and non-invasive, complications also exist. The article aims to presents a brief review on the applications of leech therapy. The physiological effect, along with its therapeutic role in cancer, diabetes and dentistry have been underlined. Complications of leech therapy have also been dealt with.

6.
J Nat Sci Biol Med ; 4(2): 457-62, 2013 Jul.
Article in English | MEDLINE | ID: mdl-24082751

ABSTRACT

Adenomatoid odontogenic tumor (AOT) is a rare tumor of epithelial origin comprising 3% of all the odontogenic tumors. It is a benign, painless, noninvasive, and slow-growing lesion, with a relative frequency of 2.2-13% and often misdiagnosed as an odontogenic cyst on clinical examination. AOT affects young individuals with a female predominance, occurs mainly in the second decade, and usually surrounds the crown of unerupted teeth. This lesion is most commonly located in the anterior maxilla and rarely in the mandible. It is usually associated with an impacted canine. AOT frequently resembles lesions like dentigerous cyst or ameloblastoma. AOT has three variants, follicular, extrafollicular, and peripheral. The intraoral periapical radiograph is the best radiograph to show radiopacities in AOT as discrete foci having a flocculent pattern within radiolucency even with minimal calcified deposits. These calcified deposits are seen in approximately 78% of the lesions. Herewith, we present the report of four unusual cases of AOT located in the mandible, with an emphasis on radiographic findings and on pathologic correlation, and on reviewing the existing literature on this tumor.

7.
Oral Oncol ; 48(3): 200-2, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22070918

ABSTRACT

Oral Submucous Fibrosis (OSMF) is a chronic, progressive, scarring disease, that predominantly affects people of South Asia and South-East Asia, where chewing of arecanut and its commercial preparation is high. Presence of fibrous bands is the main characteristic feature of OSMF. Based on clinical and/or histopathological features of OSMF, various classifications have been put forth till date. But the advantages and drawbacks of these classification supersedes each other, leading to perplexity. Our various studies and clinical experience in the field of OSMF have initiated us to propose/introduce the new clinical classification which could assist the clinician in the categorization of this potentially malignant disorder according to its biological behaviour and hence its subsequent medical and surgical management.


Subject(s)
Oral Submucous Fibrosis/classification , Female , Humans , Male , Oral Submucous Fibrosis/pathology
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