AI Medical Compendium Journal:
Diabetes/metabolism research and reviews

Showing 1 to 7 of 7 articles

Deep learning-based detection and stage grading for optimising diagnosis of diabetic retinopathy.

Diabetes/metabolism research and reviews Mar 13, 2021
AIMS: To establish an automated method for identifying referable diabetic retinopathy (DR), defined as moderate nonproliferative DR and above, using deep learning-based lesion detection and stage grading.
Humans Diabetic Retinopathy Severity of Illness Index Deep Learning
View on PubMed DOI

Improving blood glucose level predictability using machine learning.

Diabetes/metabolism research and reviews Jun 14, 2020
This study was designed to improve blood glucose level predictability and future hypoglycemic and hyperglycemic event alerts through a novel patient-specific supervised-machine-learning (SML) analysis of glucose level based on a continuous-glucose-mo...
Male Adolescent Blood Glucose Diabetes Mellitus, Type 1 Follow-Up Studies Hypoglycemia Female Young Adult Adult Algorithms Biomarkers Prognosis Israel Blood Glucose Self-Monitoring Humans Machine Learning
View on PubMed DOI

Prediction of progression from pre-diabetes to diabetes: Development and validation of a machine learning model.

Diabetes/metabolism research and reviews Jan 14, 2020
AIMS: Identification, a priori, of those at high risk of progression from pre-diabetes to diabetes may enable targeted delivery of interventional programmes while avoiding the burden of prevention and treatment in those at low risk. We studied whethe...
Time Factors Canada Diabetes Mellitus Risk Factors Risk Assessment United Kingdom Prognosis Adult Aged Disease Progression Prediabetic State Male Electronic Health Records Aged, 80 and over Cohort Studies Middle Aged Female Follow-Up Studies Humans Patient Selection Machine Learning Israel Databases, Factual
View on PubMed DOI

Integrating Artificial Intelligence in the Diagnosis and Management of Metabolic Syndrome: A Comprehensive Review.

Diabetes/metabolism research and reviews May 1, 2025
BACKGROUND: Metabolic syndrome (MetS) is a progressive chronic pathophysiological state characterised by abdominal obesity, hypertension, hyperglycaemia, and dyslipidaemia. It is recognised as one of the major clinical syndromes affecting human healt...
Prognosis Diabetes Mellitus, Type 2 Metabolic Syndrome Disease Management Humans Artificial Intelligence Machine Learning
View on PubMed DOI

Development and Validation of Machine Learning Models for Identifying Prediabetes and Diabetes in Normoglycemia.

Diabetes/metabolism research and reviews Nov 1, 2024
BACKGROUND: Prediabetes and diabetes are both abnormal states of glucose metabolism (AGM) that can lead to severe complications. Early detection of AGM is crucial for timely intervention and treatment. However, fasting blood glucose (FBG) as a mass p...
Follow-Up Studies Glycated Hemoglobin Prediabetic State ROC Curve Diabetes Mellitus, Type 2 Diabetes Mellitus Prognosis Female Aged Middle Aged Blood Glucose Adult Male Machine Learning Algorithms Biomarkers Humans
View on PubMed DOI

Machine Learning-Assisted Analysis of Sublingual Microcirculatory Dysfunction for Early Cardiovascular Risk Evaluation and Cardiovascular-Kidney-Metabolic Syndrome Stage in Patients With Type 2 Diabetes Mellitus.

Diabetes/metabolism research and reviews Sep 1, 2024
AIMS: To examine whether sublingual microcirculation can be used as an effective and noninvasive method for assessing cardiovascular, kidney, and metabolic risks in patients with type 2 diabetes mellitus (T2DM).
Cross-Sectional Studies Male Cardiovascular Diseases Female Risk Factors Aged Follow-Up Studies Metabolic Syndrome Heart Disease Risk Factors Carotid Intima-Media Thickness Middle Aged Risk Assessment Diabetes Mellitus, Type 2 Humans Machine Learning Prognosis Microcirculation Mouth Floor
View on PubMed DOI

Development and validation of a machine learning-based model to predict isolated post-challenge hyperglycemia in middle-aged and elder adults: Analysis from a multicentric study.

Diabetes/metabolism research and reviews Jul 1, 2024
INTRODUCTION: Due to the high cost and complexity, the oral glucose tolerance test is not adopted as the screening method for identifying diabetes patients, which leads to the misdiagnosis of patients with isolated post-challenge hyperglycemia (IPH),...
Longitudinal Studies Follow-Up Studies Glucose Tolerance Test Blood Glucose Diabetes Mellitus, Type 2 Hyperglycemia Male Middle Aged China Humans Machine Learning Algorithms Female Aged Biomarkers Prognosis
View on PubMed DOI
Popular Topics
Popular Journals