185 research outputs found

    M.leprae binds to a 28-30 kDa phosphorylated glycoprotein of rat peripheral nerve

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    Cardiovascular Disease Prediction Using ML and DL Approaches

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    Healthcare is very important aspects of human life. Cardiovascular disease, also known as the coronary artery disease, is one of the many deadly infections that kill people in India and around the world. Accurate predictions can prevent heart disease, but incorrect predictions can be fatal. Therefore, here this paper describes a method for predicting cardiovascular disease that makes use of Machine Learning (ML) and Deep Learning (DL). In this paper, SMOTE-ENN (Synthetic Minority Oversampling Technique Edited Nearest Neighbor) was used to equalize the distribution of training data. The K-Nearest Neighbor method (KNN), Naive Bayes (NB), Decision Tree (DT), Support Vector Machine (SVM), XGBoost (Extreme Gradient Boosting), Artificial Neutral Network (ANN), and Convolutional Neutral Network (CNN) are among the classifiers used in this paper. From Public Health Dataset required data is collected and focused on recognizing the best approach for predicting the disease in preliminary phase. This experiment end results show that the use of Artificial Neural Networks can be of much useful in prediction with better accuracy (95.7%) than compared to any other ML approaches

    DESIGN AND IMPLEMENTATION OF WIRELESS SENSING HEALTH CARE SYSTEM USING IOT TECHNOLOGY

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    The fast use internet as well as application, along with enhancement of a scientific sensing unit for health care bundles, Internet of Things (IoT), has actually gotten boosting acknowledgment. IoT is the standard of connection, a sensing unit connected to the ingrained system. All sensing unit and also tool pertaining to every various other so transmission and also interaction amongst the only sensing units wind up conveniently. In the medical care gadget, the professional documents are delicate in nature so without considering security and also personal privacy wears. Cloud computer is one of the most important standards in IT-health. All the clinical realities of the impacted individual along with the clinical physician as well as influenced individual non-public info conserved in a close-by setting along with cloud, so on every celebration it desired the stats may be helpful readily available. Person clinical stats is conserved within the system in addition to cloud, so destructive strike and also unwanted solve of access to can likewise furthermore create a hazardous to influenced individual health and fitness. Protection is most essential and also essential component of health care. The obtain entrance to control plan is largely based entirely on the right to gain access to of scientific data as well as opportunity to an accredited entity that's appropriate away as well as indirectly related to the damaged male or female wellness

    A STUDY ON WEALTH MANAGEMENT AND CLIENT INVESTMENT SERVICE, BANGALORE

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    Wealth management and client investment services are essential components of the financial industry, catering to the complex and diverse needs of clients seeking to grow, preserve, and manage their wealth. Whether through personalized advisory services or technology-driven solutions, the overarching goal is to provide clients with a path toward financial security and prosperity. the evolving landscape of wealth management, with a particular emphasis on the fusion of traditional and digital service models. This dynamic environment offers clients a range of options to suit their preferences and adapt to changing market conditions. The fundamental concepts and principles that under pin the wealth management and client investment services landscape, shedding light on the paramount importance of aligning financial strategies with clients' unique goals, risk tolerances, and investment time horizons. Furthermore, this abstract highlights the ongoing transformation within wealth management, especially the convergence of traditional and digital service models, catering to clients' diverse preferences and adapting to a rapidly changing economic and regulatory environment. Wealth management's changing environment, with a focus on the blending of traditional and digital service approaches. Customers have a variety of options in this dynamic environment to fit their interests and adjust to shifting market conditions. The core ideas and principles that guide wealth management and client investment services, emphasizing the critical role that matching financial strategies to customers' individual objectives, risk tolerances, and time horizons plays in their success. In order to meet the complicated and varied demands of clients looking to increase, maintain, and manage their wealth, client investment services and wealth management are crucial elements of the financial sector. The main objective is to offer clients a route toward financial security and prosperity, whether through individualized consulting services or technology-driven solutions. In addition, this emphasizes the ongoing transition in wealth management, particularly the fusion of traditional and digital service models, addressing the varied preferences of customers, and adjusting to a quickly altering regulatory and economic environment

    Effect of Chemicals and Growth Regulators on Post-Harvest Shelf-Life and Quality in Papaya (Carica papaya L.) Cv. Red Lady

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    The present investigation on papaya (Carica papaya L.) cv. Red Lady was carried out at Horticultural College and Research Institute, Venkataramannagudem, West Godavari district of Andhra Pradesh, during the year 2010-11. The study was carried out using 9 different treatments involving two chemicals calcium nitrate and calcium chloride at 1, 2, 3 and 4% concentration and two growth regulators, viz., GA3 at 75, 100, 150 and 200mg/l, and BA at 100, 125, 150 and 175mg/l concentration conducted separately in a factorial concept of completely randomized design (CRD), with three replications, under laboratory conditions. Physical parameters studied were per cent fruit ripening, physiological loss in weight (PLW), fruit firmness, shelf-life, and, physic-chemical properties studied were: total soluble solids (TSS), total sugars, reducing sugars, acidity, ascorbic acid and Brix:acid ratio. Fruits treated with CaCl2 @ 4% showed significantly low PLW, per cent fruit ripening, and the highest fruit-firmness, shelf-life, lowest total soluble solids, total sugars, reducing sugars, Brix:acid ratio, and highest acidity and ascorbic acid content, which were on par with CaCl2 @ 2% application. Fruits treated with GA3 @ 100mg/l also exhibited similar results for these parameters. It was concluded that CaCl2 @ 4 % had a beneficial impact on shelf-life of papaya fruits upto 10.67 days without any loss in either physical or physic-chemical properties. Similarly, application of growth regulators such as GA3 and BA @100mg/l significantly increased shelf-life of papaya fruits upto 12 days and 11 days, respectively, while showing the best physical and physico-chemical properties

    A STUDY ON FINANCIAL RISK AT FOOD AND HOSPITALITY INDUSTRY FOOD AND HOSPITALITY SERVICES

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    This article explores the critical issue of financial risk management within the context of Food and hospitality industry Food and Hospitality Services, a dynamic player in the food and hospitality industry. In today’s fast-paced and competitive business environment, financial risk is an ever-present concern that can significantly impact the stability and growth of an organization. Food and hospitality industry's success relies on its ability to adapt and proactively address financial risks to ensure long-term sustainability

    Women's Empowerment in Agriculture Production Diversity, and Nutrition: Evidence from Nepal

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    It is increasingly recognised that agricultural growth and development do not necessarily translate into improved nutrition outcomes. Policymakers are increasingly grappling with how to design and implement agricultural policies and programmes that can also achieve nutritional objectives. Agriculture has direct links to nutrition in that it provides a source of food and nutrients and a broad-based source of income, as well as directly influencing food prices. Gender roles mediate these linkages, particularly in relation to increased food availability and increased income. Thus, one possible pathway through which agricultural development could improve health and nutrition outcomes is by considering gender roles and gender equity in agriculture. Using household survey data from Nepal, the author of this paper investigates the impact of women’s empowerment in agriculture and production diversity on dietary diversity and anthropometric outcomes of mothers and children. Production diversity is positively associated with mothers’ dietary diversity and body mass index. Production diversity is positively associated with dietary diversity for children under two and predicts weight-for-age (WAZ), weight-for-height (WHZ), and height-for-age (HAZ) z-scores of children over two years of age. Indicators of empowerment are significantly associated with maternal outcomes but have a variable effect on child outcomes. Women’s autonomy in production and hours worked improve maternal and children’s dietary diversity and child HAZ.UK AidDepartment for International Development (DFID

    Yield and Quality of Dual Purpose Sorghum-Fodder Cowpea Cropping System as Influenced by Integrated Nutrient Management

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    Integrated nutrient management in cropping system ensures higher fertilizer use efficiency through balanced combination of organic manures and chemical fertilizers. INM is required to stimulate sustainability in production of crops in cropping sequence. Sorghum is commonly grown for grain and fodder in different agro-climatic regions of Andhra Pradesh. The crop can be grown both in kharif and rabi season. In our country, sorghum provides a cheap source of dietary carbohydrate and energy. Sorghum is a C4 plant species however grain and fodder yields are low mainly because of low inputs. Since it is not precisely known that what would be the most advantageous combination of organic manure and inorganic nitrogen fertilizer to get maximum yield from sorghum crop, this experiment was formulated. Fodder cowpea is also included as rabi crop to quantify residual effect of nutrients in the system
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