Next Generation Risk Stratification of ICU Patients using Machine Learning
Personalized Remote patient monitoring in the intensive care unit (ICU) is a critical observation and assessment duty required for precision medicine. We recently developed a cloud-based intelligent. We use a remote patient monitoring (IRPM) architecture that is state-of-the-art in risk classification. The most accurate prediction is made using machine learning, but with few characteristics that rely on vital indicators. Physiological characteristics gathered within and outside of hospitals are widely employed. We made a big contribution in this effort. enhance the basic IRPM framework's capability by developing three machine learning models for Measurements of readmission, abnormalities, and next-day vital signs We give a formally represented version of a feature engineering algorithm, as well as the construction and validation of three replicable machine learning algorithms ICU patient readmission, anomaly, and next-day vitals prediction models.
Published by: Likitha Reddy Ganta, Varshitha Obili, S. C. Asma Afrin, Rahul Gajula, T. Vishnu Vardhan Reddy, T. N. Ranganatham
Author: Likitha Reddy Ganta
Paper ID: V8I5-1287
Paper Status: published
Published: January 3, 2023
Social expectation and role dilemma: The challenges on women’s health
ROLE CONFLICT AND WORK STRESS: IMPACT ON WOMEN’S HEALTH The realm of health takes fundamental concern in women’s life, which alter and may be altered by social themes. The domain of health embodies the entire range of issues related to illness, sickness, well-being, preventing, diagnosing, healing, caring, and curing. The health status of women in a society is the index standard, determining social progress. Working women experience greater ‘inter–role’ overload and conflict than either men or non-working women. Much of the household and productive tasks performed by women in India remain unaccounted for due to socio-biological factors. Women do a lot of ‘unpaid’ ‘free’ work at home as per ‘normal’, ‘natural’, and ‘traditional’ social expectations. There is convincing evidence that working women suffer from regular headaches and depression due to the stress of balancing multiple roles. Many potential women of high caliber suppress themselves from career advancement for the sake of a peaceful, stressless family life, considering service to the husband as the fundamental obligation of a woman’s life. Women’s responsibility as ‘providers’ or ‘care giver’ is central at home. While discharging their duties at home as per the expectations of others, woman mostly forgets to take care of themselves. The job ‘outside’, determines her ‘public life and the job ‘inside’ determines her ‘private’ life, working women encounter the ‘dual role dilemma’ This paper opens a window towards women’s ‘ill health’ due to the ‘intrinsic’ and ‘extrinsic’ ‘multiple-role’ conflict
Published by: Dr. Beena Rani B. R.
Author: Dr. Beena Rani B. R.
Paper ID: V8I5-1285
Paper Status: published
Published: December 30, 2022
Solar Base Distributed Generation in the electrical distributed network using PSO and genetic algorithm with Ant Colony Optimization
Energy plays a vital role for all humans as it can neither be created nor destroyed but can move/transform from one place to another. Modern living has realized the increased importance of energy as life moves faster; there is a significant need for fast communication, fast transport, and manufacturing processes. So, the energy industry forms one of the biggest consumer markets . The use of electric power system requires an alternative generation because of its great demand by the consumers. The electricity cost is calculated based on different proportions such as 50% for fuel consumption, 25% for distribution, 20% for generation, and 5% for transmission, which has created an alert to use or generate alternative power resources. For the distribution levels, the ratio of reactance to resistance (X/R) is low compared to transmission levels, which has resulted in high power losses and voltage magnitude reduced along with the distribution (radial) lines. The distribution systems must provide energy/electricity to each consumer at an appropriate form of voltage rating. The modern forms of power are involved, with multiple load centers and generating stations interconnected through the transmission and distribution networks. The energy-based power system's main Objective is energy generation and to deliver the energy/power to its customers at its rated voltage-based value with minimum losses. In heavy loading conditions, the reactive form of power flow is the primary cause of failures, reducing voltage levels simultaneously. So, there is a significant need to minimize real losses of power and improve Voltage in distribution systems. In such cases, a variation occurs in the network configuration, usually varying by the operation based on switching meant for transferring the load among the feeders. There are two switches used in distribution systems; one is generally a closed switch that usually connects two line-based sections. The other is the normally open switch placed on tie lines connecting two of the area's primary feeders.
Published by: Rajinder Kumar, Dr. Anand Mohan
Author: Rajinder Kumar
Paper ID: V8I5-1278
Paper Status: published
Published: December 27, 2022
Angiospermic plants found in University campus Kota Rajasthan, India
An attempt was made to prepare a floristic account of various Angiospermic plants found on the University campus in Kota. Extensive surveys were conducted in different seasons for consecutive years to analyze plant wealth found in this region. During the investigation, a total of 184 plant species were recorded. Of the total flora recorded species of the family, Fabaceae were the maximum followed by Poaceae and Amaranthaceae
Published by: Dr. Shivali Kharoliwal, Dr. Surabhi Shrivastava
Author: Dr. Shivali Kharoliwal
Paper ID: V8I5-1264
Paper Status: published
Published: December 27, 2022
Rise of OTT Platforms in India during the Covid-19 pandemic
In this paper, we analyze the unprecedented rise of OTT Platforms in India during the Covid-19 pandemic. In the wake of rapid digitalization and increased penetration of consumer electronics devices, there has been a notable change in the way the audience chooses to consume content and media. This has led to the emergence of a large market for OTT platforms. This paper examines the notable change in the audience and their viewing patterns which have not only been key to determining how successful OTT platforms have been but also will be in the future. It is astonishing to note that by 2021 alone, we have spent 204 billion minutes watching material on OTT platforms, an increase of 181 billion minutes. The future of OTT in India is such that it is expected to outperform expectations and take the lead in the subcontinent’s entertainment industry.
Published by: Devika Bajaj
Author: Devika Bajaj
Paper ID: V8I5-1255
Paper Status: published
Published: December 26, 2022
Performance of Micro Unit Development and Refinance Agency (MUDRA) Yojana, an initiative of the Government of India
the project aimed at growing micro businesses. The data for MUDRA Yojana came primarily from MUDRA Yojana's yearly reports and website, but it also came from numerous journals, magazines, and periodical publications. The study looked at a variety of credit schemes and how they performed. To achieve the study's goal, statistical tools such as descriptive, percentage, and ANOVA were used to make meaningful comparisons among schemes, areas, financial institutions, total credit, and account numbers. The necessity of the hour is for a specific or more specialized financial institution to serve the credit needs of micro-firms, especially SMEs. The government's MUDRA Yojana project, which provides financial assistance to micro firms, has proven to be a successful undertaking. In many MUDRA Schemes, the growth rate of account opening and credit distribution is showing a favorable trend. The system has been widely adopted by marginalized groups, with women accounting for 73.41 percent of account holders and new businesses accounting for 25.16 percent. However, the northern states of the country show a lower level of participation in both account formation and credit sourcing. The majority of accounts are opened under the Shishu plan, while Tarun Scheme (Major Projects) participation is low. RRBs and PSBs are less likely than private banks to participate in the scheme, which is not a good trend in the long run. The government's microfinance project is progressing in a balanced manner. Keywords: MUDRA Yojana, Micro Enterprises, Financial Assistance, Marginalised Groups.
Published by: G. Joseph Mary, Dr. T. Varalakshmi, Jyothi Kalyan
Author: G. Joseph Mary
Paper ID: V8I5-1259
Paper Status: published
Published: December 26, 2022
