Volume 10 | Issue 9

 Abstract

Corona Virus Disease-2019 (COVID-19), which was caused by the severe acute respiratory syndrome-Corona Virus-2 (SARSCoV-2), is a very contagious illness that has killed millions of people all over the world. Imaging methods like computed tomography (CT) and chest x-rays (CXR) are often used to make a quick and accurate COVID-19 diagnosis. Because COVID-19 is a pandemic that is spreading quickly, it must be found quickly in order to stop the virus from spreading. Pictures of the lungs can be used to tell if someone has a corona virus infection. COVID-19 can be found with the help of images from computed tomography (CT) and chest X-rays (CXR). Deep Learning (DL) techniques, and more specifically Convolutional Neural Networks (CNN), have become one of the most popular ways for artificial intelligence (AI) to classify COVID-19. In this work, some of the most important research papers on DL-based categorization of COVID19 using CXR and CT images are looked at, and a summary of those studies is given here. We also give an overview of the latest developments in the field and a critical analysis of the problems that still need to be solved. So that we can come to a conclusion about this work, we will list some possible directions for future research in the COVID-19 imaging classification. The COVID-19 pandemic has quickly spread to all parts of the world. The virus is spreading quickly, which is a danger that makes it harder to stop the disease from spreading. Because of the pandemic, a lot of medical facilities had to switch from giving care in person to doing it over the phone or computer. This is called telemedicine. In order to prevent COVID-19, the goal of this study is to do a literature review on telemedicine applications that use machine learning. Between 2015 and 2022, all of the research that was published in six different electronic databases was looked at in depth. The data that was found during this quick evaluation suggests that machine learning and telemedicine might be able to help stop epidemics by allowing for smart triage of patients and monitoring of their conditions from a distance. There could also be more research and development done on how telemedicine could be used in case of future epidemics.

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 Keywords

Covid 19,computed tomography (CT),chest X-rays (CXR). Deep Learning (DL),Convolutional Neural Networks (CNN)

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The standards and techniques originated in substantial administration are practically identical and simple with the information the board. This paper focuses on the change of item stock administration standards into information stock administration standards. Endeavors were made to count different affecting boundaries that would be fitting to ponder assuming any information stock archetypal could be contrived. The stock prototypical boundaries are painstakingly customized to fit in to the information the board worldview to match different disseminated stockpiling engineering frameworks. The essential capacity of capacity the executives is to utilize the capacity assets effectively in order to yield the most extreme presentation. Despite the fact that the capacity medium is less expensive in total that doesn't imply that expansion or updating of the bulk limit unaccompanied can tackle the issue of putting away truly developing nature of information particularly in the entomb organized information driven submissions. In such cases it is important to opt a most appropriate stockpiling strategy to draw out a huge perfection in the information recovery execution. This manuscript accentuates on the requirement for determining nonexclusive standards for information stock regulator that incorporates information stock boundaries which will be the platform for propositioning numerical information stock mockups.

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Data stock administration, Inventory models, Parameters, Storage organizations, Data situation procedures, Data stock model.

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Each and every individual who leaves his home for his work in the morning should come back to his home in evening in good health especially in the endemic age of coronavirus. During this stage, Workplace safety is significant for each and every employee in the industry because all the workers desire to work in a safe and protected working environment. Unlike other industry, labour has become a very sensitive area to handle in Garment industry. Skilled and efficient labour is the basic requirement. Some big industries spend huge time and money on training, but unfortunately there is no assurance or binding on the part of trained labour to continue to work in one place. Hence the researcher has to study the employees existing safety and welfare measures and to examine in which part and where we need to made an improvement to enhance the productivity and morale of the employees.

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Employees, Garment Industry, workplace, safety measures

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Impact and Survey

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Management, Work, Karma, Success

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Keywords: Art, Physical education, Aesthetics, Ethics.

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Eyestrain, drivers, software engineers, sleep disturbances, sore eyes, eyemask, cooling property, crepe jasmine flower.

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Vehicular Ad hoc Networks (VANETs) are an emerging network type that supports Intelligent Transportation Systems (ITS) and establishes structures that allow communication between road entity and enhance the advancement of novel services and applications focused on improving driving experience and rising road safety. Demanding features make it problematic to apply security systems, causing vulnerability simply discovered by aggressors. Such complexities are solved by utilizing deep-learning and machine-learning method. This paper presents an Optimal Siamese Neural Network-based IDS (OSNN-IDS) model for VANET. The major goal of this model is the recognition and classification of intrusions into distinct classes. To accomplish this, the presented model follows three major processes namely pre-processing, classification, and parameter tuning. To demonstrate the better performance of the OSNN-IDS method, an extensive range of simulations were carried out on CIC_IDS_2017 dataset and the comparative study has indicated the better performance of our algorithm compared to other models.

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intrusion detection system, Siamese neural networks, accuracy, vehicular Adhoc networks

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Knowledge, women, utero-vaginal prolapsed, prevention.

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The study in the paper focuses on the material selection for the magazines used in assault rifles. A firearm magazine is a storage device that holds several rounds of ammunition and is attached to the firearm. The size of the magazine varies according to the number of rounds and the bullet size. The study aims to find an alternate material that can survive the harsh weather conditions of areas associated with India's National Security. Respective CAD models have been developed, and Coupled Thermal-Structural Analysis has been performed at 25 C, which is an average temperature and at a temperature of -57 C, which is the lowest temperature that is reached in the border areas. The stresses and displacement plots of the proposed material Nylon 6,6 are compared with the plots of AISI 1020 steel. The paper concludes the superiority of Nylon 6,6 material magazines over sheet metal magazines.

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Firearms, Magazine, Nylon 6,6, Coupled Thermal-Structural Analysis, Assault rifle

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FINAL YEAR PROJECT

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In the present study develop herbal wound healing product based on Bellis perennis plants was selected for the present work. The Flower of Bellis perennis was reported for wound healing activity and formulate herbal gel of Bellis perennis flower extract using gelling agents like Carbopol 934, Polyethylene Glycol, Methyl Paraben, Triethanolamine. Herbal Emulgels with Bellis perennis extract was successfully prepared and evaluated for assessing their safety,wound healing efficacy and pharmaceutical quality. Safety evaluations of the emulgels were proved to be free from skin irritation, the desirability of a topical product. In vitro release performance is in consistence with in vivo efficacy. The product has almost of neutral pH indicating compatibility with the skin and the product too had optimum gel consistency, viscosity, spreadability and extrudability.

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Herbal Emulgels, Bellis perennis, Carbopol.

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The period between the 4th and 6th centuries CE is known as the Golden Age of India because of the considerable achievements of Indians in the fields of mathematics, astronomy, science, religion and philosophy during the Gupta Empire. The Gupta Empire, which ruled the Indian subcontinent from 320 to 550 AD, ushered in a golden age of Indian civilization. It will forever be remembered as the period during which literature, science, and the arts flourished in India as never before. The paper intends to discuss the to know the Gupta golden era in India and to discussed decline of the Gupta Empire. The paper based on secondary source of information gathered from journal articles, books and relevant websites.

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Guptas Era, Golden Era, Service and Challenges

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The Aim of the study was to find out the the Effect Of Sand Training And Springboard Training On Selected Stride Frequency And Muscular Endurance among Long Distance Runners Randomly selected long distance runners (N=60) . Each group consisted of twenty subjects (n=20). Before the training pre-test was taken for all the groups on the selected criterion variables, stride length muscular endurance. The control group did not undergo any type of training. Sand training was given to the experimental group-I and springboard training was given to the experimental group-II on alternate days in the morning for a period of twelve weeks. At the end of experimental period, the post-test was conducted and data collected on criterion variables. The difference between the initial and final means of the groups was considered as the effect of respective treatments. The data obtained were subjected to statistical treatment using ANCOVA. In all cases 0.05 level was fixed to test the significance.

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Stride Frequency And Muscular Endurance

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Geomagnetic Storm, Solar activity, frequency, Ionosphere, Ionization

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The paper is mainly designed on the study of Graphics Processing Unit (GPU). We know that the GPU is a main component of the CPU and it has many functions to do. And nowadays it is used in most of the processing applications. This paper gives a glimpse about those applications which require the GPU for computing. The mentioned research papers give the validation that by integrating the GPU in the computing, system processes can be made fast.

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Literature Review ,GPU, GPU Application.

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Soil samples of varying liquid limits were collected from different locations is used in the current work by adding glass, polypropylene and basalt fibres to stabilize the soil. This study was conducted on the soil samples to analyze the index and engineering properties. The tests were performed in the laboratory by altering the various fibres percentages as 0.5%, 1% and 2% by the weight of soils. The fibres of 12mm length are used in this study. From the experimental results, MDD and UCS values are increased and also OMC values are decreases. For Red soil, UCS increased with addition of 0.5% PP fibres by weight of soil. For Black cotton soil, UCS increased with addition of 1% glass fibres by weight of soil. Author concludes that addition of Glass fibres gives high compressive strength as compared with other fibres for Black cotton soil and for Red soil PP fibres which gives high compressive strength as compared with others fibres.

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Red soil, Black cotton soil, PP fibres, Glass fibres, Basalt fibres

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Key words- Capsule wardrobe, weariness, overproduction

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The paver blocks are manufactured from zero slump plain concrete is a small aspect used for out of doorways functions and flexible avenue surfaces. Depending upon the web site traveler depth these are fabricated with a quantity of thicknesses, dimensions and shapes to meet with the requirement of a range of applications. In the current discover out about M30 grade paver blocks with thickness 60mm with replacement of OPC with 30% fly ash, 10% sand thru rubber crumb and waste plastic has been introduced @ 0.0% to 0.5% with increment of 0.1% by using weight of cement have been manufactured to get admission to the suitability for Indian avenue surfaces for particular applications. The blocks have been examined at the age 7 and 28 days for electrical energy and sturdiness criteria. For energy residences compressive electricity and flexural electrical energy take appear at had been conducted, every being fundamental for functions for avenue surfacing. The cease end result of compressive electrical energy and flexural power suggests that it is manageable to use OPC with 30% fly ash, 10% sand by means of rubber crumb, added and addition of 0.3% WPF in manufacturing of paver blocks. Paver blocks have attained intention compressive electricity and flexural power at 28 days in all the grades. The present day locate out about is crucial for paver block producers as it meets the dreams such as mix design, electrical energy and sturdiness requirements for Indian roads associated with utilization of waste fabric fly ash. Also, analyze about will help the usa financial device for 20% diploma in future, alongside with sustainability of virgin materials.

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Paver block, waste plastic, Fly ash, water absorption, Compressive Strength, Flexural Strength

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A solar pond is a man-made pond that has a distinct temperature rise at its bottom due to the prevention of convection. Salt water is used in the pond to prevent convection. These ponds are called "salt gradient solar ponds". In the last 15 years, many salt gradient solar ponds of various sizes ranging from hundreds to thousands of square meters have been built in many countries. These days, mini solar arbors are also built for different thermal applications. This project work built a solar pond system with better insulation, a clear top cover and an improved absorbing coating. The temperature of the pond was measured at various levels and compared with other works. In this work, solar pond performance was observed at different salinity levels. It can be seen that the maximum temperature occurring in the storage zone increases with increasing salinity. The pond also serves as storage. This is because the temperature that occurs in the storage zone reaches a maximum at the end of his day with varying solar intensities. Therefore, solar ponds also work with diffuse radiation. The current system performs better than the previous work. The maximum temperatures developed in the storage zone are higher than those developed in the previous work. This indicates that the heat transfer properties of the system are excellent

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 Keywords

solar pond review

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