Generation of UML class diagram from software requirement specification using natural language processing

Any software development process starts with requirement analysis. The phase from requirement analysis to chalking out a design is acknowledged as the most intricate and troublesome exercises in programming advancement. Failures brought about throughout this action could be very unmanageable to alter in later periods of programming advancement. One primary purpose behind such potential issues is on account of the prerequisite determination being in natural language form. To conquer this, a tool has been designed, which plans can give semi-automatized aid for designers to produce UML class model from software specifications utilizing Natural Language Processing techniques. The proposed technique outlines the class diagram in a standard configuration and additionally records out the relationship between classes

Follow up of Drug-Resistant Pulmonary Tuberculosis Patients in a DRTB Center in First Fifteen Months of Treatment

Background and Objective: Multidrug-resistant tuberculosis (MDR-TB) is defined as resistant to both INH and Rifampicin with or without resistance to other first-line antitubercular drugs. The aim of the study was to assess the sputum culture conversion rate during first 12 months of treatment in drug-resistant TB patients, to assess the impact of comorbid illnesses and other factors on culture conversion by following up the patients up to 15 months after initiation of treatment. Materials and Methods: This was a prospective study comprising of 142 diagnosed patients of drug-resistant TB admitted in this center from April 2014 to March 2015 for treatment initiation, excluding extrapulmonary TB and already diagnosed extensively drug-resistant tuberculosis (XDR-TB). After pretreatment evaluation, standard second-line antitubercular drug (CAT-IV) was started. Patients were followed up in first 15 months of treatment. Results of sputum culture for mycobacteria at 3rd, 4th, 5th, 6th, 7th, 9th and 12th months after treatment initiation were analyzed. Results: Sputum culture for mycobacteria was converted negative within one year in 95 cases (67%); whereas 18 patients died during follow up, 27 defaulted and 2 patients switched over to CAT-V after development of extended drug-resistance during follow up. Conclusion: Though drug-resistant tuberculosis (DRTB) is one of the biggest challenges to public health program in India, treatment with standardized second-line drugs under RNTCP have a favorable outcome as indicated by sputum culture conversion of as many as 67% of patients within one year in this study.

The global burden of cancer attributable to risk factors, 2010-19 : a systematic analysis for the Global Burden of Disease Study 2019

Background Understanding the magnitude of cancer burden attributable to potentially modifiable risk factors is crucial for development of effective prevention and mitigation strategies. We analysed results from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019 to inform cancer control planning efforts globally. Methods The GBD 2019 comparative risk assessment framework was used to estimate cancer burden attributable to behavioural, environmental and occupational, and metabolic risk factors. A total of 82 risk-outcome pairs were included on the basis of the World Cancer Research Fund criteria. Estimated cancer deaths and disability-adjusted life-years (DALYs) in 2019 and change in these measures between 2010 and 2019 are presented. Findings Globally, in 2019, the risk factors included in this analysis accounted for 4.45 million (95% uncertainty interval 4.01-4.94) deaths and 105 million (95.0-116) DALYs for both sexes combined, representing 44.4% (41.3-48.4) of all cancer deaths and 42.0% (39.1-45.6) of all DALYs. There were 2.88 million (2.60-3.18) risk-attributable cancer deaths in males (50.6% [47.8-54.1] of all male cancer deaths) and 1.58 million (1.36-1.84) risk-attributable cancer deaths in females (36.3% [32.5-41.3] of all female cancer deaths). The leading risk factors at the most detailed level globally for risk-attributable cancer deaths and DALYs in 2019 for both sexes combined were smoking, followed by alcohol use and high BMI. Risk-attributable cancer burden varied by world region and Socio-demographic Index (SDI), with smoking, unsafe sex, and alcohol use being the three leading risk factors for risk-attributable cancer DALYs in low SDI locations in 2019, whereas DALYs in high SDI locations mirrored the top three global risk factor rankings. From 2010 to 2019, global risk-attributable cancer deaths increased by 20.4% (12.6-28.4) and DALYs by 16.8% (8.8-25.0), with the greatest percentage increase in metabolic risks (34.7% [27.9-42.8] and 33.3% [25.8-42.0]). Interpretation The leading risk factors contributing to global cancer burden in 2019 were behavioural, whereas metabolic risk factors saw the largest increases between 2010 and 2019. Reducing exposure to these modifiable risk factors would decrease cancer mortality and DALY rates worldwide, and policies should be tailored appropriately to local cancer risk factor burden. Copyright (C) 2022 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license.Peer reviewe

PANC Study (Pancreatitis: A National Cohort Study): national cohort study examining the first 30 days from presentation of acute pancreatitis in the UK

Abstract Background Acute pancreatitis is a common, yet complex, emergency surgical presentation. Multiple guidelines exist and management can vary significantly. The aim of this first UK, multicentre, prospective cohort study was to assess the variation in management of acute pancreatitis to guide resource planning and optimize treatment. Methods All patients aged greater than or equal to 18 years presenting with acute pancreatitis, as per the Atlanta criteria, from March to April 2021 were eligible for inclusion and followed up for 30 days. Anonymized data were uploaded to a secure electronic database in line with local governance approvals. Results A total of 113 hospitals contributed data on 2580 patients, with an equal sex distribution and a mean age of 57 years. The aetiology was gallstones in 50.6 per cent, with idiopathic the next most common (22.4 per cent). In addition to the 7.6 per cent with a diagnosis of chronic pancreatitis, 20.1 per cent of patients had a previous episode of acute pancreatitis. One in 20 patients were classed as having severe pancreatitis, as per the Atlanta criteria. The overall mortality rate was 2.3 per cent at 30 days, but rose to one in three in the severe group. Predictors of death included male sex, increased age, and frailty; previous acute pancreatitis and gallstones as aetiologies were protective. Smoking status and body mass index did not affect death. Conclusion Most patients presenting with acute pancreatitis have a mild, self-limiting disease. Rates of patients with idiopathic pancreatitis are high. Recurrent attacks of pancreatitis are common, but are likely to have reduced risk of death on subsequent admissions. </jats:sec

Spontaneous esophagopleural fistula in a high-risk individual (trumpet blower)

A middle-age male patient, trumpet blower by occupation, presented with progressive dyspnea with chest heaviness since 2 weeks and low grade fever since 1 week. It started with sudden severe retrosternal chest discomfort and episodic vomiting while practicing trumpet blowing. Patient was toxic with high fever, tachycardia, and tachypnoea. Clinicoradiologically, patient was diagnosed as left-sided hydropneumothorax. Intercostal chest (ICD) tube was inserted at left 5th. intercostal space at midaxillary line following which pus and air came out. Pleural fluid was acidic with high amylase level and polymicrobial growth. Repeat chest X-ray showed partial resolution of left-sided hydropneumothorax. From 4th Day, food particles were noticed in the drainage bag. For screening, 0.1% sterile methylene blue was given orally which came in ICD tube and bag within 24 hours. Subsequently, barium swallow esophagus, CT thorax with oral and intravenous contrast, and upper gastrointestinal endoscopy confirmed left-sided esophagopleural fistula

Diffuse parenchymal lung disease in a case of chronic arsenic exposure

A 42-year-old housewife, the resident of rural part of West Bengal, presented with gradually progressive exertional dyspnea associated with a dry cough for last 3 years clinical features were suggestive of diffuse parenchymal lung disease (DPLD). Her chest X-ray posteroanterior view and high resolution computed tomography scan of the thorax showed bilateral patchy ground glass opacities and reticulonodular pattern. Search for the etiology revealed classical skin findings of chronic arsenic exposure in the form of generalized darkening and thickening of skin and keratotic lesions over the palms and soles and classical raindrop pigmentation over leg which was present for last 7 years subsequently her bronchoalveolar lavage fluid, hair, nail, and drinking water showed significant amount of arsenic contamination. By exclusion of all known causes of DPLD, we concluded that it was a case of DPLD due to chronic arsenic exposure. To the best of our knowledge, only few case report of DPLD in chronic arsenicosis has been reported till date

Pulmonary sarcomatoid carcinoma: An uncommon entity in a 40 years female

A middle-aged female presented with nonpleuritic chest pain with progressive dyspnea and unmeasured weight loss and anorexia for last 4 months. The patient had pallor, clubbing, but no peripheral lymphadenopathy. Clinically, vesicular breath sound was diminished over anterior, posterior, and lateral aspect of the right hemithorax with a dull note on percussion. Chest radiography showed homogenous opacity involving the right hemithorax with blunting of right costophrenic angle without contralateral shifting of the lower mediastinum. Contrast-enhanced computed tomography (CT) thorax revealed a large mixed density mass lesion occupying the entire right hemithorax with peripheral contrast enhancement. The lesion narrowed the right pulmonary artery and insinuated the adjacent mediastinum, but no evidence of pleural nodularity. CT guided fine-needle aspiration cytology from the mass was inconclusive. Tru-cut biopsy from the mass showed spindle-shaped cells, with nuclear pleomorphism and mitotic figures, arranged in interlacing fascicles. The histopathology was suggestive of spindle cell neoplasm. Immunohistochemistry (IHC) showed pancytokeratin (AE1/3), cytokeratin 7, vimentin, and epithelial membrane antigen positivity, whereas immunonegativity to thyroid transcription factor-1, WT-1, and calretinin. The radiological picture with IHC pattern favored the diagnosis of pulmonary sarcomatoid carcinoma

Bronchiectasis and focal segmental glomerulosclerosis in rheumatoid arthritis

A 28-year-old male patient who was a nonsmoker presented with bilateral symmetrical polyarthritis and polyarthralgia, suggestive of rheumatoid arthritis (RA), along with shortness of breath, fever and cough, suggestive of chronic renal failure and nephrotic range proteinuria. The chest radiograph was suggestive of panacinar emphysematous changes with bilateral central bronchiectasis. The patient reported that two of his brothers had died in their third decade because of renal failure. Renal biopsy showed focal and segmental glomerulosclerosis (FSGS). FSGS with panacinar emphysema and bronchiectasis is a rare entity in RA patients, and considering the possibilities of a familial pattern of FSGS, transient receptor potential cation channel 6 channelopathy was the most valid diagnosis