An Online Risk Tool for Predicting Type 2 Diabetes Mellitus

نویسندگان

چکیده

An online risk prediction tool is developed to calculate a user’s of developing type II diabetes mellitus (T2DM). The based on the input medical lab information, such as age, sex, body mass index, fasting blood sugar, triglycerides, and high-density lipoprotein levels. calculator modelled using logistic regression model, it trained records over ten thousand Canadian patients. This newly intended serve physicians patients in predicting future take early preventive measures.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

MAP3K1 May be a Promising Susceptibility Gene for Type 2 Diabetes Mellitus in an Iranian Population

Considering that MAPK (mitogen- activated protein kinase) signaling pathway has an important role in the progression of inflammatory cytokine secretion in type 2 diabetes mellitus (T2DM), we have recently investigated the reported genetic polymorphism from genome wide association study in MAP3K1 (mitogen-activated protein kinase kinase kinase 1) in diabetes as an important member of MAPK signal...

متن کامل

Predicting Medication Adherence Based on Personality Characteristics in Individuals with Type 2 Diabetes Mellitus

Objective: Diabetes mellitus is a chronic illness and adherence to medications is vital to manage the illness. The purpose of this study was to examine the prediction of medication adherence based on personality factors in a group of individuals with type 2 diabetes in Yasuj. Materials and Methods: One hundred twenty individuals with type 2 diabetes who visited health centers were selected for...

متن کامل

INVESTIGATING THE ROLE OF MTNR1B RS4753426 GENETIC VARIANT IN THE TYPE 2 DIABETES MELLITUS RISK

Background: Type 2 diabetes Mellitus (T2DM) is a multifactorial, polygenic disease caused by impaired insulin secretion, insulin resistance and beta-cell dysfunction. Melatonin is a circadian rhythm regulator and any imbalance in its levels can be related to various metabolic disorders. Melatonin and the genetic variants of MTNR1B gene are reported to be associated with T2DM susceptibility. We ...

متن کامل

ASSOCIATION ANALYSIS BETWEEN RS10830962 VARIANT OF MTNR1B GENE AND TYPE 2 DIABETES MELLITUS RISK

Background: Type 2 diabetes mellitus (T2DM) is the most common type of diabetes that was classically characterized by pancreatic β-cell dysfunction. Changes in circadian patterns is one of the reasons which can increase the occurrence of diabetes. Melatonin is one of the biological molecules which plays an important role in regulating the circadian clock and also an inhibitory effect on insulin...

متن کامل

ذخیره 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: Diabetology

سال: 2021

ISSN: ['2673-4540']

DOI: https://doi.org/10.3390/diabetology2030011