Volume 11 | Issue 3 |

 Abstract

Moment, the problem of the early discovery of depression is one of the most important in psychology. Mental health problems are frequently among the most important health stressors in the world, with over 300 million people presently affected by depression alone. As large quantities of manly or womanish signups are generated on social media platforms, experimenters are adding the use of substantiation- gathering bias to determine if this content material can be used to uncover internal health issues in druggies. Depression is a complaint that poses a major problem in our society and is a continuing concern, according to experimenters around the world. With ubiquitous computing bias like smartphones, prognosticating depressive moods remains an open question. Social media testing is frequently enforced to address this issue. In this composition, a depression standing and suicidal creativity discovery system were proposed to prognosticate suicidal acts supporting the magnitude of depression. To do this, expert and well-established classifiers were used to distinguish whether someone is depressed or not, using capabilities from their sporting exertion within positions. analogous tool algorithms are used to train it and classify it into different situations of depression on a scale of 0- 100. In depression or not, the use of Art Machine Learning algorithms is a prophetic system for the early discovery of depression or unusual internal ails. The main donation of this test is the discourse of a faculty network and its counteraccusations for recognizing the degree of depression. This system aims to gain an in-depth understanding of the model used to classify druggies with depression by understanding some cases where manly or womanish undergraduate markers are examined to uncover postgraduate markers. By combining all of the post-label order possibilities, you can produce temporary post-biographies that are also used to classify guests with depression. This paper shows that there are fluid performances in the posting patterns between depressed and non-depressed guests, as represented by the combined odds of the posting label order. Natural Language Processing (NLP), distributed the use of the BERT set of regulations to find out depression presumably in a lesser on-hand and inexperienced way

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 Keywords

Machine Learning, NLP, BERT Algorithm, Depression, Classification, Social Media Post.

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Females are contributing deeply in sports industry, to make egalitarian balanced society, but still humankind are unaware of about women's capability and still in this contemporary world many women experience a "sticky floor effect". The tradition allows to play football and wrestling like sports to men and typically exclude women from these and masculine endeavours in addition they consider her as more androgynous if she engages herself in sports and games. The intent of this study is about the pattern of social dissonance toward epistemic participation of Bodo women in sports and games. The analyst used (WOSPI) Questionnaire of women participation in sports and games with qualitative analysis to interpret the result and to ensure the authenticity and effective approaches towards the study. Researcher endeavour the reasons why Bodo tribe is producing lesser numbers of female athletes to the country. This study was restricted by collecting questionnaire from selected colleges of Assam, Karbianglong district, Kokrajhar district, udalguri district and for the result the collected data were investigated by four-point Linkert scale and statically analysed by using ANOVA. Based on the analysis of statical results, it was concluded that there was significant difference between parental, community, tradition and personal factor. And it turns out that personal factor is been the vital rationale compare to other three constraint. With this finding it will help to probe the participation of female athlete from Bodo tribe in sports and games with credo of society by targeting (1) psychological, (2) cultural, (3) family & society, (4) economical and (5) administrative & facilities which sway the female athletes and this study will furnish new perspective will also be given to the reader.

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 Keywords

Social Dissonance, Feminism, Egalitarian,

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Job satisfaction is a most vital concept in an organisation. Each employer focuses on the level of job satisfaction among employees as higher level of it leads to low level of complaints and work grievances among employees. Job satisfaction also influences various factors such as productivity, less absenteeism, lower turnover ratio, reduce accident, less job stress and less unionization and result in increased organisation effectiveness. Doctors play an important role in providing health care services to the society and present study focuses on job satisfaction of Doctors in Public Hospitals of Uttarakhand. Although a number of studies have been conducted on the Indian health sector towards job satisfaction but there is a dearth of such studies especially in hill state of Uttarakhand. For conducting the study responses of 150 doctors were recorded who were serving in 30 public hospitals in Deharadun and Haridwar district of Uttarakhand through judgmental sampling technique. Study used exploratory factor analysis and confirmatory factor analysis for data analysis. On the basis of the review of literature this study used 36 statement to measure the job satisfaction among doctors but on the basis of explorative factor analysis this study excluded the two statement I have opportunity practice the way I want to do, and I can take off time without feeling guilty. So finally this study find dimensions of job satisfaction included in Ten factors with 34 statement such as Resources (4 items), Relation with patients (4 items), Payment/compensation/income (4 items), Autonomy (4 items), Relationship with staff (3 items), Relationship with co-workers (3 items), Community (3 items), Intrinsic factors (3 items), Administration (3 items), Personal time (3 items). The proposed measurement model exhibited a good level of model fit, too.

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 Keywords

Job satisfaction scale, doctors, public hospitals, Deharadun and Haridwar district, Exploratory Factor Analysis, Confirmatory Factors Analysis.

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Pneumothorax refers to air or gas in a pleura cavities and may be spontaneous ,traumatic or therapeutic. Pneumothorax is most commonly associated with emphysema, asthma and tuberculosis . pneumothorax may have as much clinical significance as a fluid collection in the lungs because it also causes compression , collapse, and ,atelectasis . A pneumothorax (noo-moe-THOR-aks) is a collapsed lung. A pneumothorax occurs when air leaks into the space between your lung and chest wall. This air pushes on the outside of your lung and makes it collapse. A pneumothorax can be a complete lung collapse or a collapse of only a portion of the lung. When defect acts as a flap valve and permits the entrance of air during inspiration but fails to permits the entrance of air during inspiration but fails to permits that creates the progressively increase pressure . (1) Is pneumothorax a cause of death? A tension pneumothorax can cause severe hypotension (obstructive shock) and even death. Increased central venous pressure can result in distended neck veins and hypotension. Patients may have tachypnea, dyspnea, tachycardia, and hypoxia.

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Atelectasis , pneumothorax, emphysema , tuberculosis

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The study has been undertaken to investigate the role of India towards globe during COVID-19. India consists of 28 states and 8 Union Territories with varying features such as demography, location, lifestyle, food habit, geography etc. Which can decide the spread of contagious virus. As it was seen people from Maharashtra, Tamilnadu, Karnataka,Telengana, Andhra Pradesh, Delhi, Uttar Pradesh, Gujrat, Madhya Pradesh and West Bengal suffered more. The statistical data like R0 factor, Death rate, Recovery rate and Doubling Rater helps to control the pandemic situation. The statistical data plays a crucial role in all related area including also Vaccination rate, supplying of vaccine throughout the globe.

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Death rate, Pandemic, Recovery rate, R0 factor and Vaccine

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Creative Commons Attribution 4.0 and The Open Definition

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One of the terrible diseases that people fear in life is blindness. There were none 200 years ago. The development of a treatment for blindness. If a person is born blind, he must live his entire life in that capacity. A novel gadget, the Bionic Eye, was created as a result of the integration of biomedical and electronics, which has had a significant impact on research. The bionic eye, an artificial eye, helps certain people who are blind. A CCD camera attached to the lenses of the spectacles and a chip inserted into the retina make up a bionic eye. The photos that the camera records are Images from the camera are wirelessly transmitted to the chip, where they are transformed into electrical impulses that the brain may process.The main benefit of the bionic eye is that it offers those who struggle with age-related blindness a remedy. Cataract, diabetic retinopathy, glaucoma, retinitis pigmentosa, macular degeneration, myopia, hypermetropia, presbyopia, macular edoema, keratonosus, trachoma, leucoma, cystoids macular edoema, and drusen are the main disorders that damage the eyes. Retinitis pigmentosa and macular degeneration are two of these disorders that the bionic eye completely eliminates.

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Bionic eye, retina, vision, visual prostheses

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Creative Commons Attribution 4.0 and The Open Definition

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DIGITAL SMARTCARD, HEALTH APPLICATION

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Performance evaluation of the banking sector is an effective measure and index to check the soundness of profitable conditioning of an frugality. In the present study an attempt has been made to estimate the performance & fiscal soundness of named Private Banks in India for the period 2013- 2023. CAMEL approach has been used to examine the fiscal strength of the named banks. Composite Rankings, Average, and Covariance has been applied then to reach conclusion through the relative and significant analysis of different parameters of CAMEL. Axis bank is ranked first under the CAMEL analysis followed by ICICI bank. Kotak Mahindra enthralled the third position. The fourth position is enthralled by HDFC bank and the last position is enthralled by IndusInd bank amongst all the named banks.

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 Keywords

CAMEL MODEL. BANKING SECTOR, PRIVATE BANKS

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The proliferation of renewable energy sources such as solar, wind and hydroelectricity requires a large population to be able to access these resources. In order to meet this goal, it is important to move towards efficient and renewable energy sources such as solar panels that are more abundant in origin. This paper focuses on the performance analysis of solar power panels with dual-axis tracking and cleaning systems. By improving the efficiency of these panels from 3 watts (according to prototype model) to 5-10%, we can increase the number of people who are able to use renewable energy. In addition, this model promotes the design of a cleaning system with a wiper that is arranged on the side of the panel to clean off dirt and dust from its surface. The results show that after using these three methods, performance indicators for this panel have been greatly improved as compared to an unmodified panel.

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 Keywords

Solar energy, Tracking, Cooling, Cleaning, Solar panel, Renewable energy.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Sensation Seeking, Anxiety State, Management, Physical Education.

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Creative Commons Attribution 4.0 and The Open Definition