Diabetes is one of the most common diseases worldwide where a cure is not found for it yet. Annually it cost a lot of money to care for people with diabetes. Thus the most important issue is the prediction to be very accurate and to use a reliable method for that. One of these methods is using artificial intelligence systems and in particular is the use of Artificial Neural Networks (ANN). So in this paper, we used artificial neural (...) networks to predict whether a person is diabetic or not. The criterion was to minimize the error function in neural network training using a neural network model. After training the ANN model, the average error function of the neural network was equal to 0.01 and the accuracy of the prediction of whether a person is diabetics or not was 87.3%. (shrink)

Diabetes is a major public health issue that affects the nations of our time to a large extent and is described as a non-communicable epidemic. Diabetes mellitus is a common disease where there is too much sugar (glucose) floating around in your blood. This occurs because either the pancreas can’t produce enough insulin or the cells in body have become resistant to insulin. The concentration in this paper is on diagnosis diabetes by designing a proposed expert system. (...) The main goal of this expert system is to get the appropriate diagnosing of the illness, dealing with it quickly, and tips for permanent treatment whenever possible is given out. SL5 object expert system language was used for designing and implementing the proposed expert system. (shrink)

Pre-diabetes is a risk factor for the development of diabetes, not a disease in its own right. The prevalence increases with age and reaches nearly 50% of those aged over 75 years in the USA. While lifestyle modification and treatment are likely to benefit those with many years of life ahead of them, they are unlikely to benefit patients with a limited life expectancy. Despite this, some very elderly patients in the UK and elsewhere are being labelled as (...) pre-diabetic. While ideal practice would be to carefully consider the impact of any potentially abnormal blood test before it is taken, this is not always possible in routine practice. In this paper, we discuss a pragmatic, ethical approach for clinicians managing pre-diabetic blood tests in very elderly patients. We argue that a ‘see-saw’ model of paternalism should be used in deciding which patients to inform that they can be labelled as pre-diabetic. Those patients that may benefit from the label should be informed, and those that will not, should not. Where the benefits/drawbacks are unclear, the result and its potential significance should be discussed in depth with the individual patient. We do not advocate withholding information from any patient. Instead we suggest clinicians use individual patient circumstances to contextualise the relevance of pre-diabetes to the patient and consider the benefits and drawbacks before informing them. This approach has the potential to be used for other pre-conditions and risk factors in addition to pre-diabetes. (shrink)

In this article, we investigate the role of scientific and patient narratives on perceptions of the medical debate around gestational diabetes testing. Among medical scientists, we show that the narrative surrounding GDM testing affirms that future research and data will lead to medical consensus. We call this narrative trajectory the “deferred quest.” For patients, however, diagnosis and their subsequent discovery that biomedicine does not speak in one voice ruptures their trust in medical authority. This new distrust creates space for (...) patients to develop a Frankian quest narrative where they become the protagonist in their story. Additionally, across these different narratives, we observe how character is constructed and employed to negotiate trust. We conclude that healthcare providers should assess the narrative trajectory adopted by patients after diagnosis. Also, we suggest that providers acknowledge the lack of medical consensus to their patients. This veracity would foster women’s sense of trust in their provider as well as allow women to be active interlocutors in a debate that ultimately plays out in their deliberation about their body, pregnancy, and risk. (shrink)

This article studies the phenomenology of chronic illness in light of phenomenology’s insights into ecstatic temporality and freedom. It shows how a chronic illness can, in lived experience, manifest itself as a disturbance of our usual relation to ecstatic temporality and thence as a disturbance of freedom. This suggests that ecstatic temporality is related to another sort of time—“provisional time”—that is in turn rooted in the body. The article draws on Merleau-Ponty’s Phenomenology of Perception and Heidegger’s Being and Time , (...) shedding light on the latter’s concept of ecstatic temporality. It also discusses implications for self-management of chronic illness, especially in children. (shrink)

MENDENHALL TJ, BERGE JM, HARPER P, GREENCROW B, LITTLEWALKER N, WHITEEAGLE S and BROWNOWL S. Nursing Inquiry 2010; 17: 359–372 The Family Education Diabetes Series (FEDS): community‐based participatory research with a midwestern American Indian communityIndigenous people around the globe tend to struggle with poorer health and well‐being than their non‐indigenous counterparts. One area that this is especially evident is in the epidemic of diabetes in North America’s American Indians (AIs) – who evidence higher prevalence rates and concomitant disease‐related (...) complications than any other racial/ethnic group. As researchers and AI communities work together to transcend conventional top‐down, service‐delivery approaches to care, community‐based participatory research is beginning to show promise as a way to partner contemporary biomedical knowledge with the lived‐experience, wisdom, and customs of Indigenous people. This study describes the Family Education Diabetes Series (FEDS) as an example of such effort, and highlights pilot findings assessing its value and impact across key diabetes‐relevant variables. Following 36 intervention participants across baseline, 3‐month, and 6‐month time periods, data show significant improvements in weight, blood pressure, and metabolic control (A1c). Strengths and limitations of this investigation are presented, along with suggestions about how to further advance and empirically test the work across other Indigenous communities. (shrink)

Intersectoral collaboration (IC) plays a significant role in the delivery of diabetes care and treatment of patients with type 2 diabetes (DM2), as the treatment and care of these patients take place in both primary care and specialist settings. The collaboration involves a large number of actors from primary and secondary healthcare sectors, who are expected to fulfil various roles when they engage in IC. We explored the actors' roles by applying the framework of positioning theory with the (...) aim of revealing seemingly embedded understandings of such roles. The empirical data consisted of individual and focus group interviews. Our results indicate that naturalised understandings of the roles of actors interact with the way in which health professionals, patients, managers and relatives strive to develop IC that aims to help and guide patients who live with DM2. (shrink)

Rationale, aims and objectives To compare the pharmacotherapeutic approaches to diabetic hypertension of family physicians (FPs) and general practitioners (GPs). Methods A retrospective prescription-based study was conducted in 15 out of a total of 20 health centres, involving 115 primary care physicians – 77 FPs and 38 GPs, representing 74% of the primary care physicians of Bahrain. Prescriptions were collected during May and June 2000 to comprise a study population of 1266 diabetic-hypertensive patients. Results As monotherapy, angiotensin-converting enzyme (ACE) inhibitors (...) (37.9%) and β-blockers (38.3%) were the most commonly prescribed classes of antihypertensives by FPs and GPs, respectively. Calcium channel blockers (CCBs) were ranked third by both categories of physicians. For two-drug combinations, a β-blocker and an ACE inhibitor was the combination of choice for both physician categories. Patients managed by the FPs were more likely to receive a β-blocker–CCB combination (17.4 vs. 14.9%) or a diuretic–ACE inhibitor combination (16.7 vs. 11.4%) and less likely to receive a β-blocker–diuretic combination (11.8 vs. 16.7%) than those managed by the GPs. The proportion of patients receiving antihypertensive combinations was 40.6 and 38.5% for FPs and GPs, respectively. While the GPs prescribed CCB as a monotherapy to the elderly most often, the FPs choice was a β-blocker. Diuretics were less preferred by both FPs and GPs. β-Blocker–ACE inhibitor was again the most preferred combination of both FPs and GPs. FPs prescribed CCB–β-blocker combinations more often than GPs (P = 0.01), whereas CCB–ACE inhibitor combinations were less preferred (P = 0.09). A trend towards excessive use of short-acting nifedipine as monotherapy for elderly patients, both by FPs and by GPs, was noticed. Glibenclamide, alone or in combination with metformin, was the foremost antidiabetic drug prescribed by FPs and GPs. Middle-aged (45–64 years) patients seen by GPs were more likely to receive glibenclamide than those treated by FPs (P = 0.001) and less likely to receive gliclazide (P = 0.01). Combinations of a β-blocker with either glibenclamide or insulin were prescribed considerably more often by GPs.Conclusions Within the same practice setting, a substantial difference was observed between FPs and GPs in terms of preference for different classes of drugs in the management of diabetic hypertension. The compliance of both FPs and GPs was suboptimal; overall, the compliance of the FPs was closer to the recommended guidelines, however. Educational programmes should specifically address these inadequacies in order to improve the quality of health care. (shrink)

My research explores Maya perspectives on neo-traditional farming as a source of metabolic health and resilience to the global epidemic of type-two diabetes. This article is based on long-term ethnographic research and interviews in Maya Mountains Reservation communities in southern Belize, an area with low diabetes prevalence relative to national and global populations. Research participants see lower rates of diabetes in the MMR as the result of neo-traditional peasant and subsistence farming on ancestral lands. Good metabolic health (...) represents the embodiment of food systems that routinize healthy material and social relationships to the landscape. This research suggests that diabetes is endemic to modern food systems and proposes neo-traditional food ways as a societal antidote to nutritional disease. My research demonstrates and responds to a need for further disaggregated data on diabetes prevalence in Indigenous communities, contributes to the social scientific literature on the importance of small-scale agricultural models for community health, and provides a case study of success in diabetes prevention. I engage Maya perspectives with anthropological literature on embodiment and small-scale agriculture to suggest neo-traditional food ways as healthier alternatives to capitalist agricultural development. (shrink)

Insulin‐dependent diabetes mellitus (IDDM) is an autoimmune disease whose etiology is complex. Both genetic susceptibility, which is polygenic, and environmental factors, including virus infections, appear to be involved in the development of IDDM. In this review, we have tried to balance the discussion of diabetes by examining both immunological and virological perspectives. Several mouse models, including viral and non‐viral models, have been used to study diabetes. For this review, we include lessons gleaned from the non‐obese diabetic (NOD) (...) mouse and from mouse models of coxsackievirus‐ and encephalomyocarditis‐virus‐induced diabetes. Finally, we present a multi‐stage model in which several viral infections, including the coxsackieviruses, are postulated to play a role in the autoimmune destruction of pancreatic beta cells. (shrink)

Insulin is synthesized in pancreatic B‐cells of islets of Langerhans. Understanding the mechanisms of action of B‐cytotoxins on pancreatic islets seems to be important for elucidating not only the causes of diabetes mellitus but also its prevention.

Patient history has enriched medical history since about the 1980s. But there are still research gaps in certain periods and themes, especially in topics related to the medical history of West Germany. This paper deals with the efforts of patients, lay persons, and medical advisors (diabetologists) to enable diabetics to secure employment as civil servants (Verbeamtung). Attention will be payed to the fact that this success relied on the activities of mediators, who translated and conveyed the patients’ interests to society (...) at large. This victory was concordant with similar initiatives in other fields of the diabetic life, including sexuality and lifestyle management. Therefore, efforts to achieve civil servant employment for diabetic patients were constitutive of a broader initiative that changed the image of the disease and promoted the integration of diabetic patients into West German society. (shrink)

Introduction: Early recognition of prediabetes may prevent progression to diabetes, yet not all adults are aware of their prediabetes risk. To reach all adults unaware of their risk, additional risk assessment strategies are warranted. Objectives: The objective of this study was to evaluate the potential scope of benefit from prediabetes risk assessment in the dental care setting and to identify characteristics of dental patients likely to unknowingly have prediabetes or diabetes. Methods: Data from 10,472 adults in the National (...) Health and Nutrition Examination Survey from 2013 to 2014 and 2015 to 2016 were analyzed for associations among prediabetes/diabetes risk factors, health care use, and hemoglobin A1C levels according to chi-square tests and multivariate logistic regression. Results: A total of 7.73% of US adults had seen a dentist but not a medical provider in the past 12 mo. The composition of this subpopulation was significantly different from that who saw a medical provider, in ways that might affect their diabetes risk. In addition, 31.27% of this subpopulation would be identified as being at high risk for prediabetes according to the CDC Prediabetes Screening Test, and 15.83% had hemoglobin A1C levels indicative of undiagnosed prediabetes or diabetes. Screening in a dental setting would have the highest odds of identifying someone unaware of his or her diabetes risk among those who were non-White, obese, or ≥45 y old. Conclusion: Extrapolation from this analysis indicates that screening for prediabetes at dental visits has the potential to alert an estimated 22.36 million adults of their risk for prediabetes or diabetes. Incorporating prediabetes or diabetes risk assessment into routine dental visits may enable 1) those with prediabetes to take action to decrease their risk of developing diabetes and 2) those with diabetes to engage in treatment to decrease their risk of diabetes-related complications. Knowledge Transfer Statement: Screening for prediabetes and diabetes during dental visits has the potential to raise patients’ awareness of diabetes risk and prevent prediabetes from progressing to diabetes. For some patients, the dental visit may be the only point of contact with the health care system, which heightens the importance of including diabetes risk assessment for patient well-being. (shrink)

The present study investigates the association between diabetes-related distress and work outcomes among employed people with type 1 diabetes. Employed adults with type 1 diabetes completed an online survey. Measures assessed emotional, social, food- and treatment-related DD, burnout, and job satisfaction, as well as the type of insulin treatment. We conducted multiple regression analyses to test our hypotheses. Emotional DD was significantly and positively associated with burnout. Social DD was significantly and negatively associated with job satisfaction. The (...) type of treatment had no significant effect on the outcomes. This study sets the stage for research on the interactions between working conditions, work outcomes and illness symptoms, and problems of people with type 1 diabetes, and, generally, employees with chronic illnesses. The findings have implications for individual health and illness management, burnout prevention, and occupational health measures. (shrink)

This paper explores the condition of stultitia, which is described by Michel Foucault in The Hermeneutics of the Subject as a condition one is in, before having started to care for the self. The purpose is to shed light on one of the paradoxes of patient education by introducing and elaborating an aspect of Foucault’s literary activities, which has not, to my knowledge, been investigated empirically before. To illustrate this condition, the paper targets the relation between type 2 diabetes, (...) contemporary norms of healthy living, diabetes education, and the situation that sometimes occurs when individuals are not capable of, or motivated to, taking care of themselves. It specifically targets a situation, which is both incomprehensible to health professionals and patients alike; when patients desire a healthy life, but at the same time do not pursue it according to the recommendations. Thus, it is a condition of madness, which is investigated; madness in the sense that patients have internalised a rationality, against which their own behaviour rebels. (shrink)

Hurricane Katrina offered a revealing snapshot of the historical vulnerability that New Orleans and Gulf Coast residents have long experienced and continue to face. In particular, population groups with special health needs—those suffering from debilitating chronic diseases—were among those most at risk during the storm. Focusing specifically on diabetic evacuees during and after Katrina, this essay examines how the lack of planning during the disaster led to diminished access to dialysis as well as poor food and inadequate insulin management in (...) evacuation shelters. In so doing, it underscores the strong links between disasters and public health concerns such as elevated risks for complications, emergency room visits, hospitalizations, and reduced life expectancy for individuals with diabetes. As the case of Katrina powerfully illustrates, populations suffering from chronic diseases like diabetes suffer disproportionately from disasters and other disruptive events. (shrink)

Many psychiatrists tell their clients that any mental disorder is ‘‘a disease, just like diabetes’’. This slogan appears to suggest that mental states and behavior that are classified ‘‘mental disorders’’ are somehow radically different from other mental states and behaviors—both when it comes to simply understanding people and when it comes to moral assessments of mental states and of actions. After all, mental illness is just like diabetes, while other human conditions are not. That sounds like a huge (...) difference. I think this suggestion is misleading. (shrink)

My experience with the California Department of Motor Vehicles offers a case to explore how bureaucratic institutions monitor, classify, and control individuals. By examining artifacts created for and used by the DMV through the lens of literacy studies, I discuss the variety of rhetorical strategies used in each document and the effects and implications of those strategies, for example on subjectivity or identity, and move beyond the language of the artifacts themselves to attend to how they are invested with power (...) in the management and control of populations. (shrink)

In 1936, the journalist Hannah Lees published “Two Million Tightrope Walkers,” drawing attention to the significant number of people in the United States estimated to have diabetes. Focusing on how people with diabetes should live, she emphasized the importance of recording the exact values of everything they ate and avoiding all “riotous living” lest they be unable to keep careful measurements of calories, insulin, and sleep. Employing two meanings of measured – as counted and as moderate – Lees (...) was doing more than communicating how someone might control their disease; she was also calling for a “controlled and self-reliant citizenry.” Indeed, Lees insisted that diabetics who followed a regime of measurement “make a good deal better citizens than the average.” Drawing on the writings of Lees and other social commentators, I explore the link between biometrics, citizenship, and diabetes in the United States in the interwar years. In particular, I look at how this disease came to symbolize both the regimes of discipline thought to be necessary in a society moving to consumption as its economic motor, and the fears of what could happen if consumption ran amok. Biometrics, I argue, offered clinicians and patients a potent tool for measuring deviance and, potentially, for restoring a person to the “norm.”. (shrink)

Development of the vertebrate pancreas is a complex stepwise process comprising regionalization, cell differentiation, and morphogenesis. Studies in zebrafish are contributing to an emerging picture of pancreas development in which extrinsic signaling molecules influence intrinsic transcriptional programs to allow ultimate differentiation of specific pancreatic cell types. Zebrafish experiments have revealed roles for several signaling molecules in aspects of this process; for example our own work has shown that retinoic acid signals specify the pre‐pancreatic endoderm. Time‐lapse imaging of live zebrafish embryos (...) has started to provide detailed information about early pancreas morphogenesis. In addition to modeling embryonic development, the zebrafish has recently been used as a model for pancreas regeneration studies. Here, we review the significant progress in these areas and consider the future potential of zebrafish as a diabetes research model. (shrink)

The aims of this study were to measure the readability of Australian based informed consent documents and determine whether informed consent readability guidelines have been established by Australian human research ethics committees (HRECs). A total of 20 informed consent documents, 10 HIV/AIDS and 10 type 2 diabetes, were measured for readability using the Simple Measure of Gobbledygook (SMOG) and Gunning Fog Index (Fog). Published guidelines and policy statements of the two local HREC who approved the 20 clinical trials under (...) study where examined to identify whether they had any formal policies/guidelines on the readability of informed consent documents. The two HRECs were contacted via e-mail to also determine whether they utilised any informal readability standards or “rules of thumb” that may not have been mentioned in the published documents. The HIV/AIDS and type 2 diabetes informed consent documents were, on average, written at a grade 13 reading level. Formal readability standards had not been established by the two local HRECs, however, they did verify the use of informal rules for assessing readability of informed consent documents. Based on Australian literacy data, the majority of informed consent documents were written well beyond the reading ability of many Australians. Unreadable informed consent documents may result in patients rejecting trial participation altogether or conversely may result in their participating in a trial with inadequate consent. Therefore, a step toward reducing the complexity of informed consent documents may be to implement objective readability assessments into the human research ethics application and review process. (shrink)