Volume 9 | Issue 7

 Abstract

In current days, professional trying to use machine learning in finding solutions of problems from almost every domain. The proposed study is conducted to check the feasibility of using machine learning in health care domain. We introduce the core concepts of machine learning with available types of algorithms. The study also consider the challenges that may encounter while integrating machine learning with clinical processes. A part of the study focusses on some of recent works on using machine learning as a solution of some health care problems. At the end, we discusses the future possibilities of machine learning in health care domain.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Machine learning, Health care

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Globally, several cases go undiagnosed due to poor healthcare support in remote areas. In this context, a centralized system is needed for efficacious monitoring and analysis of the medical records. A web-predicated patient diagnostic system is a central platform to store the medical history and soothsay the possible disease predicated on the current symptoms experienced by a patient to ascertain more expeditious and precise diagnosis. The proposed WebMD Disease prediction system is equipped with a recommendation scheme to recommend the type of tests predicated on the subsisting symptoms of the patient, so that compulsory precautions can be taken. A centralized database ascertains that the medical data is preserved and there is transparency in the system.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Disease prediction, Healthcare, Web

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In the current climate change situation, finding alternative energy sources is critical to reduce the usage of fossil fuels. Bioethanol, as a biofuel has got an exceptionally role in the world. Second-generation bioethanol can be made from undesired biomass such as fruit and vegetable wastes, and it is a promising alternative to fossil fuels. Bioethanol production using five fruit and vegetable wastes, banana (Musa paradisiaca), papaya (Carical papaya), sapota (Manilkara zapota), pomegranate (Punica granatum) and potato (Solanum tuberosum) were studied in submerged fermentation using their autohydrolysis liquor by fermenting with yeast isolated from grapes. The greatest amount of bioethanol produced differed from day to day throughout fermentation. The ethanol yield of substrates increased gradually from 24 to 72 hours during the fermentation period. Maximum alcohol content 18.5%(v/v) and 17.4%(v/v) were observed in potato peel and banana peel at 72hrs respectively. Bioethanol obtained from sapota peel, pomegranate peel and papaya peel were found to be 16.5% (v/v), 15.2% (v/v) and 13.2% (v/v) respectively.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Biomass, Bioethanol, Fossil Fuel, Second-generation Production, Autohydrolysis Liquor, Yeast.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Stock price, Investment decisions, Tweets, Social Media.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Background: Kangaroo mother care (KMC) is a special way of caring low birth weight infants by skin to skin contact, it promotes their health and well being by effective thermal control, breast feeding and bonding. So, KMC Is initiated at hospital and continued at home also. This study aimed to assess the counseling skill of Third Year GNM students in Simulated Scenario in order to prepare the information booklet in selected colleges of Kheda and Anand District. Methods: A Descriptive Study design was used for this study. Total of 167 students were selected based on non probability convenient sampling technique. Tool consisted of two parts, socio demographic variable and Checklist on Counseling of Kangaroo mother care, it consisted of 30 items. A self structured checklist was prepared to assess the counseling skill in simulated scenario by direct observation. Information booklet was prepared on counseling of Kangaroo mother care and it was given to study participants at the end of the data collection. A study was conducted between 23rd December, 2019 to 4th January, 2020. Analysis was done using descriptive and inferential statistics and based on study objectives. Results: Study result showed that Majority of the subjects were Female 74.25%, 94.61% have not attended any conference, CNE or Workshop, 80.84% were Hindu, 63.47% were living with their family, 55. 59% were spending 1 hour per day for study and 52.09% were living in Joint family type. Study result revealed that majority of the Third Year GNM students 64.67% had an average counseling skill. Association between socio-demograhic variable and simulated counseling technique on Kangaroo mother care showed that Average number of hours spend per day to study is significant at p<0.10. Conclusion: This study concluded that Skills on counseling of Kangaroo mother care among Third Year GNM students is average and there is need to improve the skills by increasing their exposure to Kangaroo mother care technique during their clinical exposure as they are future nurses.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Kangaroo Mother Care, Simulated Scenario, Counseling

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

M. Chawala, R K Randhawa in 2021 conducted a study on Prevalence and Risk Factors of Childbirth Induced Posttraumatic Stress Syndrome in full term delivery women in community using a systematic review of 36 articles representing quantitative studies of primarily community samples, we set to examine PP-PTSD prevalence rates and associated predictors with a focus on the role of prior PTSD and time since childbirth. Results: showed that A significant minority of women endorsed PP-PTSD following successful birth. Acute PP-PTSD rates were between 4.6 and 6.3%, and endorsement of clinically significant PP-PTSD symptoms was identified in up to 16.8% of women in community samples of high quality studies. Negative subjective experience of childbirth emerged as the most important predictor. Endorsement of PTSD before childbirth contributed to PP-PTSD; nevertheless, women without PTSD also exhibited PP-PTSD, with acute rates at 4.6%, signifying a new PTSD onset in the postpartum period. it is Concluded that Although the majority of women cope well, childbirth for some can be perceived as a highly stressful experience and even result in the development of PP-PTSD symptoms.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

postpartum PTSD, childbirth, systematic review, posttraumatic stress, delivery, obstetrics, psychopathology, resilience

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The magnetic properties of materials are an interesting feature due to the presence of strong electrons in their orbitals. In this case, they neutralize each other's effects. Therefore, such materials do not have magnetic properties. Due to their magnetic properties, the material is divided into mercury, Ferro and antiferromagnetic materials, and materials that do not have magnetic properties are called magnets. The properties of these materials are under investigation.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Ferro magnet, Para magnet , anti-Ferro magnet , dia magnet

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Our country India is the third largest educational hub next to china and United States as compare to the numbers of students and educational institutions. In spite of growing number of educational institutions, international rating agencies have not placed the Indian universities amongst top 150 universities in the world ranking. The research question arises; before us what is the reason behind this. After study we have found various reasons/challenges due to which our country has not achieved any position in top 150 universities in the world ranking. In this paper we have discussed various reasons in detail for state M.P.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Higher Education, Achievements, Challenges, and Suggestions

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Phytochemicals, antifungal activity, growth inhibition percentage (%), SPSS analysis, ANOVA.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Economics, Macroeconomics, Recession, Banking, Finance

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In a family one has to adjust with other members of family in all manner. Adjustability is essential for a happy marital life. Most of the problems in the family as well as society are related to adjustment (Ralph & Turner 1965). According to HASS 1970 adjustment is defined as the ability to get along with others physiological health is seen as consisting of the skills necessary to fit ourselves in with others and respond as desired by those with whom we associate. According to Spencer [1944] adjustment is a process of responding to stress. We can think of adjustment as the process by which the individual and his environment are kept in balance; bring about the effectiveness of Ones effort to meet needs. The concept of adjustment develops gradually in all of us. Adjustment is an active process that occurs as the individual lives in his family situation advances educationally persue vocational outlets and engage in social relationship (Crow 1965).

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

A study on emotional adjustment of members from Cordant and Discordant Families

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Remediative properties of Garcinia Kola on thickened alveolar walls of albino rats exposed to high volumes of Bonny light crude oil was investigated.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

T: This project proposes an effective viable solution for detecting forest fires, in this paper the system incorporates, GSM network, so that the signal could be sent any far distance, where the centralized control centre is located. The proposed system consists of smart sensor which uses solar power for its operation and a GSM module which is connected to the GSM network for transmitting the detected fire alarm signal. When fire is detected, the sensor produces a signal of approximate level which triggers GSM module to transmit the alarm signal to far end control centre. The centre in turn processes the signal and takes necessary action to counteract the situation. Since the sensors in the system powered by the GSM module is powered by solar energy there is no need for conventional electrical energy. It is expected that the system could be a cost effective one and a viable one for detecting fires. The aim of our project is to continuously monitoring forest condition, detection of forest fire and its position and to inform the forest authority. So that necessary action can be taken immediately in case of fire. The two main modules present in the project are the GSM Module and the GPS Module. This paper gives an importance of wireless sensor technology. The sensors collect the data and transmit to the central unit as well as alert is sent via call or message using GSM.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

GSM, GPS, Flame Sensor, Temperature sensor, Smoke Sensor, Wireless Sensor Technology.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Main goal of the treatment is to reduce the pain, lumbar hyperlordosis and enhance function by improvement in the TrA activation, lumbar stability and iliopsoas muscle length by stretching of the iliopsoas muscle in chronic mechanical low back pain patients with hyperlordosis. Method: Total 80 patients with chronic mechanical low back pain with lumbar hyperlordosis were selected from OPD setups/hospitals. Each patient was clinically assessed by the first author based on the inclusion and exclusion criteria. Following pre-test the patient were assigned to receive the intervention either Hold-relax stretching group or Static stretching group. All patients were assessed pre and post-test by the first author. The immediate effect of these interventions were measured and compared using outcome measures like Visual analogue scale, Transversus abdominis activation using pressure biofeedback unit, Modified isometric stability test for Lumbar stability, Lumbar lordosis angle using flexiruler and iliopsoas muscle length by measuring passive hip extension in modified Thomas test position. Statistical analysis was done using Mixed way ANOVA test. Result: On comparison of pre and post treatment values, both hold-relax stretching and static stretching of iliopsoas muscle showed significant effect by reducing pain , lumbar lordosis angle and improving transversus abdominis muscle capacity , lumbar stability and iliopsoas muscle length. (p<0.0001) On comparison between hold-relax stretching group and static stretching group, extremely significant difference found for VAS (p=0.001), Transversus abdominis activation (p=0.047), lumbar stability (p=0.028) and lumbar lordosis angle (p=0.025). Whereas, significant difference was found for left iliopsoas muscle length (0.008) when compared between both groups but the right iliopsoas muscle length (p=0.069) did not show any significant difference. Conclusion: The study concludes that both hold-relax and static stretching of iliopsoas muscle was effective in improving the transversus abdominis activation in chronic mechanical low back pain with hyperlordosis. Further, Iliopsoas stretching improved pain, lumbar stability, lumbar lordosis angle and unilateral iliopsoas muscle length in these patients.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Hold- relax stretching, Static stretching, lumbar hyperlordosis, iliopsoas.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Due to overwhelming population rise in the urban locations and an exponential increase in usage of vehicles, the need for parking spaces has risen manifold. Parking spaces were usually provided in open but due to occupation of the open lands by human settlements and lack of open spaces, the role of open ground storey (OGS) framed buildings is irreplaceable. An OGS building has no walls on the ground floor; a structure built to cater the needs of a parking facility just below an Institution or Organization. OGS has an advantage that you can utilize the same space as a parking site. OGS helps in effective space management and utilization for manyfold purposes and has proved to be a great advantage in a time when open space is scarcely available. Usually the earthquakes affect such buildings at large. In this study, we dealt with strengthening of OGS buildings using shear wall to sustain the shocks, taking minimum damage. As a result of strengthening the OGS frame with shear wall, we observed an increase in shear capacity of the OGS frames. A four storey building was analyzed in this research work using Kent and Park model. Pushover Analysis is done for the nonlinear response calculation in accordance with IS1893(2002). In this study we found that on strengthening the OGS frame with shear wall, the shear capacity of the frame increased drastically. The cost of construction falls towards the costlier side but the safety is greater after the use of shear wall in strengthening.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Open Ground Storey, Shear Wall, Strengthening

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Lushai, Khasi, Ao, North East

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Purpose: The aim of the current research was to understand the role of educational aspirations on the achievement motivation of the rural youth in Dharmapuri district. Methodology: A Descriptive research design was employed for the study. A sample of 60 rural youths were selected by using purposive sampling are participated in the study. Main Findings: The results revealed a significant association between educational aspirations and achievement motivation of rural youth. The dimensions of achievement motivation have a positive and significant relationship with educational aspirations of rural youth. Applications: The observations shed light on how cultivating enhanced educational aspirations among the youth may enhance the academic motivation of the youth in rural areas. Thus, the findings can provide greater insight to youth population, social workers, psychologists, and educational institutions to better plan the academic motivation around the rural youth.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Key words: Educational Aspirations, Achievement Motivation and Rural youth

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

e-learning, new training, challenges

  License

Creative Commons Attribution 4.0 and The Open Definition