Analysis of diabetes mellitus for early prediction using optimal features selection
نویسندگان
چکیده
منابع مشابه
analysis of ruin probability for insurance companies using markov chain
در این پایان نامه نشان داده ایم که چگونه می توان مدل ریسک بیمه ای اسپیرر اندرسون را به کمک زنجیره های مارکوف تعریف کرد. سپس به کمک روش های آنالیز ماتریسی احتمال برشکستگی ، میزان مازاد در هنگام برشکستگی و میزان کسری بودجه در زمان وقوع برشکستگی را محاسبه کرده ایم. هدف ما در این پایان نامه بسیار محاسباتی و کاربردی تر از روش های است که در گذشته برای محاسبه این احتمال ارائه شده است. در ابتدا ما نشا...
15 صفحه اولApplication of adjusted-receiver operating characteristic curve analysis in combination of biomarkers for early detection of gestational diabetes mellitus
Introduction: In medical diagnostic field, evaluation of diagnostic accuracy of biomarkers or tests has always been a matter of concern. In some situations, one biomarker alone may not be sufficiently sensitive and specific for prediction of a disease. However, combining multiple biomarkers may lead to better diagnostic. The aim of this study was to assess the performance of combination of bio...
متن کاملEarly screening of gestational diabetes mellitus using maternal hemoglobin A1C: Revision of current screening guidelines
Background: HbA1C has been a known predictor and diagnostic test for diabetes type 2. However, this test has not yet been widely studied in GDM and more importantly no cutoff point has been defined for HbA1C in GDM. We investigated the efficacy of screening during first and second trimester of pregnancy and defined appropriate cutoff points according to HbA1C and FBS for predicting maternal GDM...
متن کاملEvaluation of Different Risk Factors for Early Diagnosis of Diabetes Mellitus
Background: The efficacy of various screening variables in detection of diabetes mellitus (DM) is unclear. Objective: To determine the efficacy of various diagnostic tests for type 2 DM. Methods: 1021 inhabitants of Hakimieh district of Tehran aged between 30 and 75 years were studied. Known cases of diabetes and those with factors influencing glucose tolerance test were excluded. Age, sex, f...
متن کاملFirst-trimester biomarkers for early prediction of gestational diabetes mellitus: a meta-analysis
Gestational diabetes mellitus (GDM) occurs in approximately 7% of all pregnant women. In order to minimize the risk of GDM-associated complications, it is still very important to identify novel biomarkers for early prediction of GDM, particularly in the first trimester. In this study, we conducted a meta-analysis to assess the clinical implications of first-trimester biomarkers, including sex h...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Big Data
سال: 2019
ISSN: 2196-1115
DOI: 10.1186/s40537-019-0175-6