Machine Learning as a Support for the Diagnosis of Type 2 Diabetes

Triglyceride-glucose (TyG) index is a predictor of arterial stiffness, incidence of diabetes, cardiovascular disease, and all-cause and cardiovascular mortality: A longitudinal two-cohort analysis

(2023) Iram Faqir Muhammad et al.   Frontiers in Cardiovascular Medicine

Effects of personalized diets by prediction of glycemic responses on glycemic control and metabolic health in newly diagnosed T2DM: a randomized dietary intervention pilot trial

(2022) Michal Rein et al.   BMC Medicine

Panoramic tongue imaging and deep convolutional machine learning model for diabetes diagnosis in humans

(2022) Saritha Balasubramaniyan et al.   Scientific Reports

Hybrid genetic predictive modeling for finding optimal multipurpose multicomponent therapy

(2022) Vladislav V. Pavlovskii et al.   Journal of Computational Science

An overview of artificial intelligence in diabetic retinopathy and other ocular diseases

(2022) Bin Sheng et al.   Frontiers in Public Health

Recent applications of machine learning and deep learning models in the prediction, diagnosis, and management of diabetes: a comprehensive review

(2022) Elaheh Afsaneh et al.   Diabetology & Metabolic Syndrome

The Relationship between Erythrocytes and Diabetes Mellitus

(2021) Yaqi Wang et al.   Journal of Diabetes Research

Association of Risk Factors with Type 2 Diabetes: A Systematic Review

(2021) Leila Ismail et al.   Computational and Structural Biotechnology Journal

Deep-learning models for the detection and incidence prediction of chronic kidney disease and type 2 diabetes from retinal fundus images

(2021) Kang Zhang et al.   Nature Biomedical Engineering

Development and Validation of a Machine Learning Model Using Administrative Health Data to Predict Onset of Type 2 Diabetes

(2021) Mathieu Ravaut et al.   JAMA Network Open

Artificial Intelligence in Current Diabetes Management and Prediction

(2021) Akihiro Nomura et al.   Current Diabetes Reports

2. Classification and Diagnosis of Diabetes: Standards of Medical Care in Diabetes—2022

(2021)   DIABETES CARE

IDF Diabetes Atlas: Global, regional and country-level diabetes prevalence estimates for 2021 and projections for 2045

(2021) Hong Sun et al.   DIABETES RESEARCH AND CLINICAL PRACTICE

Machine learning and deep learning predictive models for type 2 diabetes: a systematic review

(2021) Luis Fregoso-Aparicio et al.   Diabetology & Metabolic Syndrome

Detection of diabetes from whole-body MRI using deep learning

(2021) Benedikt Dietz et al.   JCI Insight

Application of Artificial Intelligence in Medicine: An Overview

(2021) Peng-ran Liu et al.   Current Medical Science

Calibration of probability predictions from machine‐learning and statistical models

(2020) Carsten F. Dormann   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Artificial Intelligence: The Future for Diabetes Care

(2020) Samer Ellahham   AMERICAN JOURNAL OF MEDICINE

Editorial: Artificial Intelligence Bioinformatics: Development and Application of Tools for Omics and Inter-Omics Studies

(2020) Davide Chicco et al.   Frontiers in Genetics

Predicting Long-Term Health-Related Quality of Life after Bariatric Surgery Using a Conventional Neural Network: A Study Based on the Scandinavian Obesity Surgery Registry

(2019) Yang Cao et al.   Journal of Clinical Medicine

Stacked classifiers for individualized prediction of glycemic control following initiation of metformin therapy in type 2 diabetes

(2018) Dennis H. Murphree et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Does obesity cause type 2 diabetes mellitus (T2DM)? Or is it the opposite?

(2018) John I. Malone et al.   PEDIATRIC DIABETES

Artificial neural network classifier predicts neuroblastoma patients’ outcome

(2016) Davide Cangelosi et al.   BMC BIOINFORMATICS

Systolic Blood Pressure and Risk of Type 2 Diabetes: A Mendelian Randomization Study

(2016) Rachael C. Aikens et al.   DIABETES

Sex and Gender Differences in Risk, Pathophysiology and Complications of Type 2 Diabetes Mellitus

(2016) Alexandra Kautzky-Willer et al.   ENDOCRINE REVIEWS

Clinical Factors Associated With Remission of Obesity-Related Comorbidities After Bariatric Surgery

(2016) Ida J. Hatoum et al.   JAMA Surgery

Relation between BMI and Diabetes Mellitus and Its Complications among US Older Adults

(2015) Natallia Gray et al.   SOUTHERN MEDICAL JOURNAL

Preoperative factors and 3-year weight change in the Longitudinal Assessment of Bariatric Surgery (LABS) consortium

(2015) Anita P. Courcoulas et al.   Surgery for Obesity and Related Diseases

Calibration of Risk Prediction Models

(2014) Ben Van Calster et al.   MEDICAL DECISION MAKING

Triglycerides and HDL Cholesterol: Stars or second leads in diabetes?

(2009) R. Bitzur et al.   DIABETES CARE

Tuberculosis Disease Diagnosis Using Artificial Neural Network Trained with Genetic Algorithm

(2009) Erhan Elveren et al.   JOURNAL OF MEDICAL SYSTEMS