Volume 9 | Issue 8

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Online Assessment, Machine Learning, Convolution Neural Network, Artificial Intelligence

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Suggesting the best type of medicine for Health Care System is a system that uses a Logistic Regression algorithm to predict diseases based on information provided by the user and then suggests the best treatment for the diseases predicted. It also anticipates the patients or user's ailment based on the knowledge or symptoms entered into the system, and offer correct results based on that information. If the patient isn't in any danger, and the user simply wants to know what kind of ailment he or she is suffering from. The health industry now plays a major role in curing the diseases of patients, so by simply entering the symptoms and other relevant information, the user can gain a better understanding of the disease to which he or she is subjected, and thus the health industry can benefit from this technique by simply asking the user for their symptoms and entering them into the system, and in a matter of seconds, they can gain a better understanding of the disease to which they are subjected.

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Machine Learning, Logistic Regression, Health Care System

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Background: Breast cancer is the highest prevalence of malignancy for women in Indonesia and important national health problem. Several studies on gene expression have shown several subtypes of breast cancer, including the two most important subtypes, Estrogen Receptor (ER) positive (Luminal A and Luminal B) and ER negative (Triple negative and Her2 positive). Method: The research design is an associative test using a retrospective cohort observational analytical study design, associating the relationship between tumor subtypes with recurrence in locally advanced breast cancer patients after mastectomy and has received additional therapy according to standard procedures at Dr. Soetomo Surabaya This study used secondary data from the medical records of the Oncology Polyclinic, RSUD Dr. Soetomo Surabaya from 2014 to 2019. Results: The research subjects who have been selected according to inclusion criteria are 214 people, with the proportion in the population of luminal A and luminal B subtypes of 107 people each. Based on this study, the authors found that the subtype was positively correlated with recurrence in LABC patients who had undergone mastectomy with a significance value of p = 0.000 (p <0.05; 99% CI). Conclusion: According to this study, there is a relationship between the recurrence rate and the molecular subtype of breast cancer in locally advanced breast cancer (LABC) patients after mastectomy at Dr Soetomo Hospital.

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breast cancer, Luminal A, Luminal B, locally advance breast cancer (LABC), recurrence

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Bankruptcy, Creditor, Debt, Insolvency, Law.

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Creative Commons Attribution 4.0 and The Open Definition

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Malaysia private universities are rapidly evolving environmental challenges and highly intensive competition within society, demand for skills and professional workers is on the rise. The education sector is very important for cultivating skilled labour to be educated through continuous improvements of future generations. Malaysia private universities provide academic success is one of the key oracles in the lives of learners, beginning with the secret to getting ahead among masters student. It is the product of a student's study atmosphere that indicates that the student develops well in his or her academic fields, once the expert in everything was a beginner. For any educational institution, schools, colleges and universities have little meaning without students are the most important commodity. Also, we study in this report in depends variables and depends variables of frameworks the country or environment's social and economic growth is directly related to the academic success of students. The student experience in academic and social environment among masters students in Malaysia private university. It was recommended that students be aided to develop effective social environment, so as to be successful in the education academic.in the end we summaries the article.

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Student experience, Student Academics, Social environment, Education system.

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HR, Hire, Virtual Interview

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In the current pandemic erra there has been a boom in the rize of people using social media platforms to be able to connect and interact with the world virtually, making the social media platforms a go to place for consuming day to day information about various topics related to an individual's preference.This information expands vast and diverse in its domain making most of it almost noisy data, irrelevant to an individual preference. Practical implementation approach to clustering in social media websites to group similar groups of tags that can be used to optimize the preference search and feeds of the users and optimize the content delivery of our platform using k-means clustering algorithm and existing popular technology stack known as MERN stack.

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MERN stack, k-means, clustering, Machine Learning, Data Mining.

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CSR, Covid-19, Indian Corporate Sector, Social Distancing, PM Cares Fund

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AIM AND OBJECTIVE: To evaluate the safety and efficacy of galcanezumab in chronic migraine. METHODS: An observational study of galcanezumab (LY2951742) in patients with chronic migraine. Eligible patients 18-65 years of age (n=60) with chronic migraine were given monthly injection of placebo, galcanezumab 120 mg or 240 mg. The mean change in monthly migraine headache days was the primary outcome. As safety outcomes, the percentages of patients who reported at least one adverse event, at least one significant adverse event, or who dropped out of the study where considered. RESULT: Both galcanezumab dose group demonstrated greater overall mean reduction in the number of monthly MHDs compared to placebo. There was a significant reduction in the proportion of remaining MHDs with nausea and vomiting for episodic and chronic migraine studies and with photophobia and phonophobia for episodic migraine studies.Galcanezumab was also found to be more effective in all important secondary outcomes. In terms of safety, the majority of adverse events were mild to moderate, with low dropout rates and significant adverse events. CONCLUSION: We conclude that both doses of galcanezumab is an efficacious and well tolerated preventive treatment for migraine and were superior to control group in reducing number of monthly MHDs.

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KEYWORDS: Galcanezumab, CGRP, Migraine, Monoclonal Antibodies, Preventive Measures.

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Pineapple is one of the largest produced fruits in the world with an annual production of 28.2 million tons, However, considerable of fruit production get spoiled and remain unutilized as post-harvest losses and pineapple is no exception. Pineapple (Ananas comosus) is one of the most popular and the choicest fruit in the world. Wine production from pineapple is a very good alternative to utilize the surplus and value addition. The literature available on pineapple wine production and characterization, the need of fruit wine and pineapple wine production and optimization of conditions has been reviewed briefly. To utilize the surplus for wine production has potential to contribute considerably to postharvest loss reduction and providing value added products.

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Pineapple, wine production, optimization of fermentation conditions

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The current mobile communication system has progressed greatly, requiring future control, performance measurement, and analysis. Filter-Bank-Multi-Carrier (FBMC) is a multicarrier modulation method frequently used in high-data-rate cellular and wireless systems. Throughout the preceding few decades, many researchers have inferred and examined the FBMC concept from diverse perspectives. This needs a flexible time-frequency resource allocation, which is difficult with Orthogonal Frequency Division Multiplexing (OFDM). As a result, OFDM modifications like windowing and filtering are required. The purpose of a current mobile-based research project is to increase bandwidth for all users, provide huge bandwidth, more efficient and managed connectivity, and give continuous and uninterrupted access. The proposed research provides a unified framework for FBMC, as well as a discussion and evaluation of the technology, as well as a comparison to OFDM-based systems. We show how to deal effectively with multiple antennas and channel estimate, two of the most common

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RACH, FBMC, OFDM, Stochastic

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foreign students ,academic-related

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In this paper we discussed about the multi fuzzy set and multi dimensional membership, fuzzy multi ideal , fuzzy multi ring and apply to the theory of ring and in their notations.

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FUZZY MULTI RINGS, IDEALS

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The prevailing pandemic situation has imposed social isolation to prevent the spread has yielded positive results globally. In India also serious attention is focused by the Central and State governments and all educational institutes are closed for more than an academic year. To continue the education system instead of face to face pedagogical system virtual mode of education was promoted. For the online or virtual mode of teaching and learning digital gadgets particularly mobile phones are maximum used. The school going children from the of KG to 10+2 class are using the online mode of class conduction. The small i-kids in the tender age are also compelled to listen the classes through mobile for hours together. But there are several complications behind the use of mobile phones for long hours. The radiations from the digital gadgets were proved to cause digital toxin to human system,. Besides a lot of pschyco-social environmental aberrations are caused among the children due to this mode of learning. To save the Indian children the future of our Nation from possible health and social hazards in the years to come some alternative teaching technology must be developed. With this central dogma the proposed study, a blend of review and personal data collection emphasizes the imperative need for a change in the online mode of education to school children. Key words : Virtual teaching, online education, perils of mobile learning, digital toxin The prevailing pandemic situation has imposed social isolation to prevent the spread has yielded positive results globally. In India also serious attention is focused by the Central and State governments and all educational institutes are closed for more than an academic year. To continue the education system instead of face to face pedagogical system virtual mode of education was promoted. For the online or virtual mode of teaching and learning digital gadgets particularly mobile phones are maximum used. The school going children from the of KG to 10+2 class are using the online mode of class conduction. The small i-kids in the tender age are also compelled to listen the classes through mobile for hours together. But there are several complications behind the use of mobile phones for long hours. The radiations from the digital gadgets were proved to cause digital toxin to human system,. Besides a lot of pschyco-social environmental aberrations are caused among the children due to this mode of learning. To save the Indian children the future of our Nation from possible health and social hazards in the years to come some alternative teaching technology must be developed. With this central dogma the proposed study, a blend of review and personal data collection emphasizes the imperative need for a change in the online mode of education to school children.

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Key words : Virtual teaching, online education, perils of mobile learning, digital toxin

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Aim of the study is to assess and compare the nutritional status of critically ill patients till discharge from hospital and to find the association between type of feed and length of ICU stay with nutritional status of critically ill patients. Descriptive evaluatory approach with quasi experimental exploratory descriptive design was adopted. Observational checklist to assess the nutritional history and modified Subjective Global Assessment for body composition to assess the nutritional status of critically ill patients were used. On admission demographic data, medical history and a basis nutritional history and nutritional assessment were done. On every third day till discharge nutritional history and nutritional assessment were performed.

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Assessment, Nutritional status, critically ill patients, Subjective Global Assessment guidance for body composition

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Globalization has laid down a way for all the countries to adopt a single set of accounting standards. Recent years have seen major changes in financial reporting worldwide under which the most obvious is the continuing adoption of IFRS worldwide. More than 100 countries have converged or recognized the police of convergence with the IFRS. IFRS are the globally accepted accounting standards and interpretations adopted by the IASB. An upcoming economy on world economic map, India, too, decided to converge to International Financial Reporting Standards (IFRS). In India, ICAI has decided to adopt the IFRS by April 2011. This paper discusses the IFRS adoption procedure in India and the utility for India in adopting IFRS, the problems and challenges faced by the stakeholders and its impact on India. Lastly, paper concludes with the ways through which these problems can be addressed.

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Globalization, Financial reporting, Problems, Challenges.

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Ellagic acid, Glycyrrhizic acid, Kaempferol, Herbal formulation, Estimation, HPTLC, Standardization, Method development and validation.

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Education is a whole person development designed to inculcate knowledge, skills and attitudes necessary to empower individuals to cope efficiently with their environment. However, in a highly competitive world the quality of performance has become the basic factor for personal and social progress and it is generally measured by achievement. The current study was carried out among tribals. In the current COVID-19 pandemic period is a major barrier to the education of the tribes. The purpose of this study is to bring Tribal educators back into the mainstream of education in COVID-19 pandemic period and improve their quality of life. The researcher finds that the education of ST boys and girls basically affected for a long time in COVID-19 situation. Researcher analyzes their own perspectives and judgments from the data and identify educational barriers and with several suggestions to overcome this barriers. This study helps in the COVID-19 Pandemic period and its outcome understand the educational barriers and remove the educational barriers for different Tribes, in India.

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COVID-19 Pandemic Period, Tribal educators, Educational barriers

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The present work was carried out to study the effect of EDTA on the seed germination and seedling growth of Hordeum vulgare. Seeds of barley were treated with different concentrations of EDTA (40, 80,120 and 160 mmol/l). The seed germination was recorded maximum for control, while the germination percentage decreased with the increasing concentrations of EDTA. Delayed seed germination and cytotoxic effects on cell divisions were also observed in the treated sets. The study showed that the survival and growth of the seedlings were negatively affected by the elevated EDTA concentration.

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Hordeum vulgare, EDTA, Coleoptile, Mitotic index

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Creative Commons Attribution 4.0 and The Open Definition