Diagnosis of diabetes mellitus using artificial neural network and classification and regression tree optimized with genetic algorithm
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DOI: 10.1002/for.2652
Abstract: Diabetes mellitus is one of the most important public health problems affecting millions of people worldwide. An early and accurate diagnosis of diabetes mellitus has critical importance for the medical treatments of patients. In this… read more here.
Keywords: classification; neural network; diagnosis diabetes; diabetes mellitus ... See more keywords
Computational approach to clinical diagnosis of diabetes disease: a comparative study
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DOI: 10.1007/s11042-020-10242-8
Abstract: Diabetes is one of the most prevalent non-communicable diseases and is the 6th leading cause of death worldwide. It’s a chronic metabolic disorder which has no cure, however, it is a highly treatable condition, if… read more here.
Keywords: clinical diagnosis; diagnosis diabetes; computational approach; diagnosis ... See more keywords
Providing diagnosis on diabetes using cloud computing environment to the people living in rural areas of India
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DOI: 10.1007/s12652-021-03154-4
Abstract: Diabetes is one of the major diseases prevalent today affecting around 400 million people worldwide. Approximately one in ten adult people worldwide have diabetes. Unfortunately, about half of them live in rural areas and are… read more here.
Keywords: diagnosis diabetes; diabetes using; using cloud; cloud computing ... See more keywords
Measurement Uncertainty Impacts Diagnosis of Diabetes Mellitus: Reliable Minimal Difference of Plasma Glucose Results
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DOI: 10.1007/s13300-019-00740-w
Abstract: Introduction The diagnosis of diabetes mellitus is based on suitable cut-off values of specific biomarkers, such as the concentration of glucose in plasma. The German Diabetes Association has very recently published a clinical practice guideline… read more here.
Keywords: imprecision; diagnosis diabetes; term; cut ... See more keywords
Accurate diagnosis of diabetes mellitus and new paradigms of classification
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DOI: 10.1038/s41574-018-0025-1
Abstract: A cluster analysis of five independent Swedish cohorts of people with diabetes mellitus has identified five clusters of classification based on age at diagnosis, BMI, HbA1c autoantibodies and markers of insulin resistance. Patients in each… read more here.
Keywords: classification; diagnosis diabetes; mellitus new; accurate diagnosis ... See more keywords
Health Behavior Changes after a Diabetes Diagnosis: The Moderating Role of Social Support.
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DOI: 10.1080/08964289.2022.2050670
Abstract: The present study aims to investigate the relationship between a diagnosis of diabetes and health behavior changes among middle-aged and older adults, and whether self-efficacy and social support moderate the relationship. The study sample was… read more here.
Keywords: health; diagnosis diabetes; diabetes diagnosis; diagnosis ... See more keywords
Glycated Albumin for the Diagnosis of Diabetes in US Adults.
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DOI: 10.1093/clinchem/hvab231
Abstract: BACKGROUND There is growing interest in using glycated albumin for the diagnosis of diabetes, especially when standard tests (glucose and hemoglobin A1c [Hb A1c]) are unavailable. However, it is unknown how well glycated albumin identifies… read more here.
Keywords: undiagnosed diabetes; a1c; glycated albumin; diagnosis diabetes ... See more keywords
Glucagon-stimulated copeptin measurements in the differential diagnosis of diabetes insipidus: a double-blind randomized placebo-controlled study.
Sign Up to like & getrecommendations! Published in 2022 at "European journal of endocrinology"
DOI: 10.1530/eje-22-0033
Abstract: BACKGROUND The differential diagnosis of diabetes insipidus is challenging. The most reliable approaches are copeptin measurements after hypertonic saline infusion or arginine, which is a known growth hormone secretagogue but has recently also been shown… read more here.
Keywords: glucagon stimulated; copeptin; diagnosis diabetes; diabetes insipidus ... See more keywords
2. Classification and Diagnosis of Diabetes: Standards of Care in Diabetes-2023.
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DOI: 10.2337/dc23-s002
Abstract: The American Diabetes Association (ADA) "Standards of Care in Diabetes" includes the ADA's current clinical practice recommendations and is intended to provide the components of diabetes care, general treatment goals and guidelines, and tools to… read more here.
Keywords: classification diagnosis; practice; diagnosis diabetes; care diabetes ... See more keywords
Diagnosis of Diabetes Mellitus Using Gradient Boosting Machine (LightGBM)
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DOI: 10.3390/diagnostics11091714
Abstract: Diabetes mellitus (DM) is a severe chronic disease that affects human health and has a high prevalence worldwide. Research has shown that half of the diabetic people throughout the world are unaware that they have… read more here.
Keywords: machine lightgbm; diagnosis diabetes; gradient boosting; diabetes mellitus ... See more keywords