scholarly journals Conceptual based on the Data Mining Techniques for the Prediction of Hydration Assessment, Breath Analysis and Heart Disease

both the facts mining and medicinal offerings corporation have risen some of robust early area frameworks and amazing well being associated frameworks from the scientific and locating facts. With the fast developing of health associated facts advances it's miles quite simple for the health care providers to examine and save extremely good measures of Patent data. For the effective usage of this statistics for the improvement of the best outcomes within the medicinal services and manner, properly-being professionals need to differentiate the best measures and comply with the proper research techniques for the sort of statistics within acquire. This audit Paper has merged at the information digging strategies for the evaluation of Hydration reputation via Breathe examination and furthermore usage of data digging structures for the expectancy of heart sickness.

2018 ◽  
Vol 24 (4) ◽  
pp. 585-611 ◽  
Author(s):  
Kawther Elissa ◽  
Carina Sparud-Lundin ◽  
Åsa B. Axelsson ◽  
Salam Khatib ◽  
Ewa-Lena Bratt

Advances in early diagnosis, treatment, and postoperative care have resulted in increased survival rates among children with congenital heart disease (CHD). Research focus has shifted from survival to long-term follow-up, well-being, daily life experiences, and psychosocial consequences. This study explored the everyday experiences of children with CHD and of their parents living in the Palestinian West Bank. Interviews with nine children aged 8 to 18 years with CHD and nine parents were analyzed using content analysis. The overall theme that emerged was facing and managing challenges, consisting of four themes: sociocultural burden and finding comfort, physical and external limitations, self-perception and concerns about not standing out, and limitations in access to health care due to the political situation. To provide optimum care for children with CHD and their parents, health care providers and policy makers must understand the negative consequences associated with sociocultural conditions and beliefs about chronic illness.


2017 ◽  
Vol 11 (4) ◽  
pp. 910-919 ◽  
Author(s):  
Carrie Lee ◽  
John L. Oliffe ◽  
Mary T. Kelly ◽  
Olivier Ferlatte

Gay men are a subgroup vulnerable to depression and suicidality. The prevalence of depression among gay men is three times higher than the general adult population. Because depression is a known risk factor for suicide, gay men are also at high risk for suicidality. Despite the high prevalence of depression and suicidality, health researchers and health care providers have tended to focus on sexual health issues, most often human immunodeficiency virus in gay men. Related to this, gay men’s health has often been defined by sexual practices, and poorly understood are the intersections of gay men’s physical and mental health with social determinants of health including ethnicity, locale, education level, and socioeconomic status. In the current article summated is literature addressing risk factors for depression and suicidality among gay men including family acceptance of their sexual identities, social cohesion and belonging, internalized stigma, and victimization. Barriers to gay men’s help seeking are also discussed in detailing how health care providers might advance the well-being of this underserved subgroup by effectively addressing depression and suicidality.


2021 ◽  
pp. 152483992110654
Author(s):  
Kathryn West ◽  
Karen R. Jackson ◽  
Tobias L. Spears ◽  
Brian Callender

In this descriptive case series, we detail the theoretical basis, methodology, and impact of a small-scale pilot implementation of graphic medicine workshops as an innovative approach to well-being and resilience in the age of COVID-19 and increasing awareness of racial injustice. The data provided in this article are anecdotal and based on participation in the workshops. Images created during the workshops are also shared as examples of the types of reflection that graphic medicine can enable. The workshops themselves were designed collaboratively and are based on the theoretical principles of graphic medicine, narrative medicine, and racial and social justice. They were conducted as part of a larger wellness initiative and were offered to health care-focused faculty at our academic medical institution. Our findings suggest that this was a beneficial activity which helped participants to reflect and reconsider their experiences with the COVID-19 pandemic and surging awareness of racial injustice. Reflections also showed that drawings were correlated with ProQOL scores and may, in larger numbers, also help to mitigate or bring attention to issues of burnout in frontline providers. Drawings shared show the tremendous impact of COVID-19 and the simultaneous chaos and emptiness of practicing during dual pandemics. Our workshops engaged about 20 frontline health care providers and other health care faculty and highlight the utility of graphic medicine as a tool for building resilience and encouraging self-reflection. Further study is necessary, as is more rigorous analysis of the relationship between the graphics created and the ability to recognize and mitigate burnout.


2019 ◽  
Vol 5 ◽  
pp. 233372141985545 ◽  
Author(s):  
Williams Agyemang-Duah ◽  
Charles Peprah ◽  
Francis Arthur-Holmes

In spite of the growing literature on prevalence and patterns of health care use in later life globally, studies have generally overlooked subjective standpoints of vulnerable Ghanaian older people obstructing the achievement of the United Nations’ health-related Sustainable Development Goals. We examined the prevalence and patterns of health care use among poor older people in the Atwima Nwabiagya District of Ghana. Cross-sectional data were obtained from an Aging, Health, Lifestyle and Health Services Survey conducted between June 1 and 20, 2018 ( N = 200). Chi-square and Fisher’s exact tests were carried out to estimate the differences between gender and health care utilization with significant level of less than or equal to 0.05. Whereas, 85% of the respondents utilized health care, females were higher utilizers (88% vs. 75%) but males significantly incurred higher health care expenditure. The majority utilized health services on monthly basis (38%) and consulted public health care providers (77%). While 68% utilized services from hospitals, most sourced health information from family members (54%) and financed their health care through personal income (45%). The study found that the Livelihood Empowerment Against Poverty grant played a little role in reducing health poverty. Stakeholders should review social programs that target poor older people in order to improve their well-being and utilization of health care.


Healthcare ◽  
2020 ◽  
Vol 8 (4) ◽  
pp. 535
Author(s):  
Mariangela Valentina Puci ◽  
Guido Nosari ◽  
Federica Loi ◽  
Giulia Virginia Puci ◽  
Cristina Montomoli ◽  
...  

The ongoing pandemic scenario, due to the coronavirus disease 2019 (COVID-19), has had a considerable impact on public health all over the world. Italy was one of the most affected countries, as the first European full-blown outbreak occurred there. The exposure of the Italian health care workers to COVID-19 may be an important risk factor for psychological distress. The aim of this cross-sectional study was to describe worries and risk perception of being infected among Italian Health Care Workers (HCWs) during the first wave of the pandemic. In total, 2078 HCWs participated in a web survey (78.8% were females). The highest percentage of respondents were physicians (40.75%) and nurses (32.15%), followed by medical (18.00%), health care support (4.50%) and administrative (4.60%) staff. In a score range between 0 (not worried) and 4 (very worried), our results showed that participants declared that they were worried about the Coronavirus infection with a median score of 3 (IQR 2-3) and for 59.19% the risk perception of being infected was very high. In addition, HCWs reported they suffered from sleep disturbances (63.43%). From the analysis of the psychological aspect, a possible divergence emerged between the perceived need for psychological support (83.85%) and the relative lack of this service among health care providers emerged (9.38%). Our findings highlight the importance of psychological and psychiatric support services not only during the COVID-19 pandemic, but also in other emerging infectious diseases (EIDs) scenarios. These services may be useful for health authorities and policymakers to ensure the psychological well-being of health care professionals and to promote precautionary behaviors among them.


2018 ◽  
Vol 37 (1) ◽  
pp. 30-44 ◽  
Author(s):  
Rinat Nissim ◽  
Carmine Malfitano ◽  
Mark Coleman ◽  
Gary Rodin ◽  
Mary Elliott

The well-being of health care providers may be challenged by their work, with evidence that oncology health care providers are a high-risk group for burnout. The present qualitative pilot study evaluated a mindfulness-based group intervention, referred to as Compassion, Presence, and Resilience Training (CPR-T), for oncology interprofessional teams. The purpose of this study was to elucidate the subjective experience of oncology health care providers receiving CPR-T and their perceptions of its benefits, risks, or challenges. The CPR-T was delivered to providers from two oncology teams in a large cancer center in Canada. Ten of these providers participated in semistructured interviews 1 to 5 months after completing the CPR-T. The interview transcripts were coded using a thematic analysis strategy. Five benefits of the CPR-T were identified: learning to pause, acquiring a working definition of stress and self-care, becoming fully present, building self-compassion, and receiving organizational acknowledgment and recognition of stress. In addition, two participant-identified challenges were recognized: sharing vulnerability within interprofessional teams and committing to a sitting meditation practice. These findings demonstrate positive transformations as a result of the CPR-T, as well as important challenges, and have important implications for holistic health care practice in oncology. Further research is necessary to validate the findings of this explorative study.


2018 ◽  
Vol 28 (13) ◽  
pp. 2033-2047 ◽  
Author(s):  
Kyoko Wada ◽  
Marilyn K. Evans ◽  
Barbra de Vrijer ◽  
Jeff Nisker

Limited clinical research with pregnant women has resulted in insufficient data to promote evidence-informed prenatal care. Charmaz’s constructivist grounded theory methodology was used to explore how research with pregnant women would be determined ethically acceptable from the perspectives of pregnant women, health care providers, and researchers in reproductive sciences. Semistructured interviews were conducted with a purposive sample of 12 pregnant women, 10 health care providers, and nine reproductive science researchers. All three groups suggested the importance of informed consent and that permissible risk would be very limited and complex, being dependent on the personal benefits and risks of each particular study. Pregnant women, clinicians, and researchers shared concerns about the well-being of the woman and her fetus, and expressed a dilemma between promoting research for evidence-informed prenatal care while securing the safety in the course of research participation.


2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Nicole F. Stowell ◽  
Carl Pacini ◽  
Martina K. Schmidt ◽  
Nathan Wadlinger

Purpose This study aims to increase awareness and educate the reader about health-care fraud targeting seniors in the USA to help stakeholders better understand, recognize and prevent this type of fraud. Design/methodology/approach This paper collects statistics on the current state of health care frauds committed against seniors, and examines related cases and laws. Findings The authors find this type of fraud is highly prevalent and expected to increase. Current laws preventing this fraud from occurring are multifold and complex. While prevention strategies through law enforcement have been somewhat successful, a reduction in resources may put seniors at an increased risk in the years to come. Research limitations/implications Without additional prevention strategies, the problem will likely escalate with a growing population of older adults. This study encourages further research into effective prevention strategies and methods to fight health-care fraud against seniors. Practical implications Health-care fraud and its associated costs pose a significant threat to the society and economy of the USA. Reducing this fraud will not only reduce the costs to the US economy but also improve the physical and mental well-being of senior victims, reduce their mortality and hospitalization rates and improve the public trust placed to health-care providers. Originality/value This study highlights how health-care fraud is committed against seniors. With the projected trend of an aging US population, educating stakeholders, increasing awareness and applying tools to protect seniors will be important to reduce the absolute scope of this problem in the future.


2019 ◽  
Vol 42 (2) ◽  
pp. 131-142 ◽  
Author(s):  
Hannah E. Fraley ◽  
Teri Aronowitz ◽  
Hanni M. Stoklosa

Human trafficking is a global population health threat. Trafficking minors threatens the safety and well-being of youth. Limited studies measure health care providers’ awareness and attitudes toward trafficking. This systematic review synthesized retrospective and current knowledge and identified gaps in educational interventions aimed at increasing providers’ awareness and attitudes toward trafficking. A systematic search of four databases identified peer-reviewed published papers between January 1, 2000 and September 1, 2018. The Cochrane Collaboration’s Preferred Reporting Items for Systematic Reviews was followed. Study quality was assessed using the Downs and Black checklist. The Psychometric Grading Framework was used to assess the validity of instruments. Findings across studies ( N = 7) reveal providers (mostly social workers and physicians) have low awareness of trafficking and can have negative attitudes toward victims. Multiphase educational approaches and use of content experts, including survivors, in developing interventions enhanced sustainability of outcomes. Targeting multidisciplinary health care teams, including nurses, enhanced interventions.


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