AIMC Topic: Diabetes Mellitus

Clear Filters Showing 81 to 90 of 441 articles

Optimization of diabetes prediction methods based on combinatorial balancing algorithm.

Nutrition & diabetes Aug 14, 2024
BACKGROUND: Diabetes, as a significant disease affecting public health, requires early detection for effective management and intervention. However, imbalanced datasets pose a challenge to accurate diabetes prediction. This imbalance often results in...
Algorithms Diabetes Mellitus Humans Machine Learning
View on PubMed DOI

Recent progress in artificial intelligence and machine learning for novel diabetes mellitus medications development.

Current medical research and opinion Aug 8, 2024
Diabetes mellitus, stemming from either insulin resistance or inadequate insulin secretion, represents a complex ailment that results in prolonged hyperglycemia and severe complications. Patients endure severe ramifications such as kidney disease, vi...
Humans Diabetes Mellitus Drug Discovery Drug Development Artificial Intelligence Hypoglycemic Agents Machine Learning
View on PubMed DOI

Machine Learning Predicts Patients With New-onset Diabetes at Risk of Pancreatic Cancer.

Journal of clinical gastroenterology Aug 1, 2024
BACKGROUND: New-onset diabetes represent a high-risk cohort to screen for pancreatic cancer.
Sensitivity and Specificity Male Middle Aged Risk Factors Aged Diabetes Mellitus Pancreatic Neoplasms Predictive Value of Tests Cohort Studies United States Risk Assessment Humans Retrospective Studies Machine Learning Female
View on PubMed DOI

The transformative role of artificial intelligence in diabetes care and research.

Diabetes & metabolism Jul 27, 2024
Humans Diabetes Mellitus Artificial Intelligence Biomedical Research
View on PubMed DOI

Proposing a New Frontier in Diabetes Treatment: The Integration of Biotechnology and Artificial Intelligence.

Journal of diabetes science and technology Jul 23, 2024
Biotechnology Humans Artificial Intelligence Diabetes Mellitus
View on PubMed DOI

Integrated image-based deep learning and language models for primary diabetes care.

Nature medicine Jul 19, 2024
Primary diabetes care and diabetic retinopathy (DR) screening persist as major public health challenges due to a shortage of trained primary care physicians (PCPs), particularly in low-resource settings. Here, to bridge the gaps, we developed an inte...
Diabetes Mellitus Physicians, Primary Care Middle Aged Deep Learning Primary Health Care Humans Adult Diabetic Retinopathy Male Language Female Aged Prospective Studies Retrospective Studies
View on PubMed DOI

Machine learning-based prediction of diabetic patients using blood routine data.

Methods (San Diego, Calif.) Jul 15, 2024
Diabetes stands as one of the most prevalent chronic diseases globally. The conventional methods for diagnosing diabetes are frequently overlooked until individuals manifest noticeable symptoms of the condition. This study aimed to address this gap b...
Machine Learning Algorithms Humans Diabetes Mellitus Support Vector Machine Erythrocyte Indices Male Middle Aged ROC Curve Female Adult
View on PubMed DOI

Enhancing Diabetes Management for Older Patients: The Potential Role of ChatGPT.

Geriatrics & gerontology international Jul 15, 2024
Artificial intelligence (AI) technology has the potential to improve diabetes education for older individuals with diabetes. However, as AI becomes integrated into healthcare, it will be important to ensure even greater accuracy and establish a frame...
Patient Education as Topic Aged Diabetes Mellitus Humans Artificial Intelligence
View on PubMed DOI

Unlocking Optimal Glycemic Interpretation: Redefining HbA1c Analysis in Female Patients With Diabetes and Iron-Deficiency Anemia Using Machine Learning Algorithms.

Journal of clinical laboratory analysis Jul 10, 2024
OBJECTIVE: In response to the nuanced glycemic challenges faced by women with iron deficiency anemia (IDA) associated with diabetes, this study uses advanced machine learning algorithms to redefine hemoglobin (Hb)A1c measurement values. We aimed to i...
Diabetes Mellitus Glycated Hemoglobin Anemia, Iron-Deficiency Middle Aged Blood Glucose Algorithms Retrospective Studies Aged Adult Female Humans Machine Learning
View on PubMed DOI

A deep neural network prediction method for diabetes based on Kendall's correlation coefficient and attention mechanism.

PloS one Jul 2, 2024
Diabetes is a chronic disease, which is characterized by abnormally high blood sugar levels. It may affect various organs and tissues, and even lead to life-threatening complications. Accurate prediction of diabetes can significantly reduce its incid...
Deep Learning Humans Blood Glucose Neural Networks, Computer Diabetes Mellitus
View on PubMed DOI
Popular Topics
Recent Journals