Prediction of type 2 diabetes mellitus using hematological factors based on machine learning approaches: a cohort study analysis
A Mansoori, T Sahranavard, ZS Hosseini, SS Soflaei… - Scientific Reports, 2023 - nature.com
Abstract Type 2 Diabetes Mellitus (T2DM) is a significant public health problem globally. The
diagnosis and management of diabetes are critical to reduce the diabetes complications …
diagnosis and management of diabetes are critical to reduce the diabetes complications …
Data mining approaches for type 2 diabetes mellitus prediction using anthropometric measurements
M Saberi‐Karimian, A Mansoori… - Journal of Clinical …, 2023 - Wiley Online Library
Background The aim of this study was to evaluate the anthropometric measurements most
associated with type 2 diabetes mellitus (T2DM) using machine learning approaches …
associated with type 2 diabetes mellitus (T2DM) using machine learning approaches …
Prevalence of Stroke Risk Factors and Their Distribution Based on Stroke Subtypes in Gorgan: A Retrospective Hospital‐Based Study—2015‐2016
M Habibi-Koolaee, L Shahmoradi… - Neurology research …, 2018 - Wiley Online Library
Background. Stroke is a leading cause of death and disability worldwide. According to the
Iranian Ministry of Medical Health and Education, out of 100,000 stroke incidents in the …
Iranian Ministry of Medical Health and Education, out of 100,000 stroke incidents in the …
Pro-oxidant–antioxidant balance (PAB) as a prognostic index in assessing the cardiovascular risk factors: a narrative review
H Ghazizadeh, M Saberi-Karimian, M Aghasizadeh… - Obesity Medicine, 2020 - Elsevier
The imbalance between pro-oxidants and antioxidants in favour of high levels of pro-
oxidants may result in several chronic diseases, including CVD and complications …
oxidants may result in several chronic diseases, including CVD and complications …
Depression and anxiety both associate with serum level of hs-CRP: a gender-stratified analysis in a population-based study
Background Depression and anxiety are two important mood disorders that are frequently
associated with chronic diseases such as cardiovascular diseases (CVDs). Hyper …
associated with chronic diseases such as cardiovascular diseases (CVDs). Hyper …
Use of data mining approaches to explore the association between type 2 diabetes mellitus with SARS-CoV-2
H Ghazizadeh, N Shakour, S Ghoflchi… - BMC Pulmonary …, 2023 - Springer
Background and objective Corona virus causes respiratory tract infections in mammals. The
latest type of Severe Acute Respiratory Syndrome Corona-viruses 2 (SARS-CoV-2), Corona …
latest type of Severe Acute Respiratory Syndrome Corona-viruses 2 (SARS-CoV-2), Corona …
Depression and anxiety symptoms are associated with white blood cell count and red cell distribution width: a sex-stratified analysis in a population-based study
Background Depression and anxiety are two common mood disorders that are both linked to
systemic inflammation. Increased white blood cell (WBC) count and red cell distribution …
systemic inflammation. Increased white blood cell (WBC) count and red cell distribution …
[HTML][HTML] A comparison between decision tree and random forest in determining the risk factors associated with type 2 diabetes
Background: We aimed to identify the associated risk factors of type 2 diabetes mellitus
(T2DM) using data mining approach, decision tree and random forest techniques using the …
(T2DM) using data mining approach, decision tree and random forest techniques using the …
The application of a decision tree to establish the parameters associated with hypertension
M Tayefi, H Esmaeili, MS Karimian, AA Zadeh… - Computer methods and …, 2017 - Elsevier
Introduction Hypertension is an important risk factor for cardiovascular disease (CVD). The
goal of this study was to establish the factors associated with hypertension by using a …
goal of this study was to establish the factors associated with hypertension by using a …
The visceral adiposity index and lipid accumulation product as predictors of cardiovascular events in normal weight subjects
S Darroudi, SS Soflaee, ZS Hosseini, MS Farmad… - Clinical Nutrition …, 2022 - Elsevier
Introduction Visceral adipose tissue (VAT) has an important role in the incidence of
cardiovascular disease (CVD) than obesity by itself. The visceral adiposity index (VAI) and …
cardiovascular disease (CVD) than obesity by itself. The visceral adiposity index (VAI) and …