Diabetes

Diabetes

Latest AI and machine learning research in diabetes for healthcare professionals.

3,475 articles

Endocrinology Subcategories: Diabetes Menopause Osteoporosis Steroids Thyroid

Showing 3172-3192 of 3,475 articles

Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks.

IMPORTANCE: Retinopathy of prematurity (ROP) is a leading cause of childhood blindness worldwide. Th...

Jul 2018 29801159

Knowledge-driven dictionaries for sparse representation of continuous glucose monitoring signals.

Continuous glucose monitoring (CGM) of patients with diabetes allows the effective management of the...

Jul 2018 30440370

Fusing Results of Several Deep Learning Architectures for Automatic Classification of Normal and Diabetic Macular Edema in Optical Coherence Tomography.

Diabetic Macular Edema (DME) is a severe eye disease that can lead to irreversible blindness if it i...

Jul 2018 30440485

Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading.

Diabetic Retinopathy (DR) is a non-negligible eye disease among patients with Diabetes Mellitus, and...

Jul 2018 30440966

Introducing a Novel Layer in Convolutional Neural Network for Automatic Identification of Diabetic Retinopathy.

Convolutional neural networks have been widely used for identifying diabetic retinopathy on color fu...

Jul 2018 30441688

Cardiorenal Outcomes in the CANVAS, DECLARE-TIMI 58, and EMPA-REG OUTCOME Trials: A Systematic Review.

In this systematic review, we sought to summarize the 3 recent sodium-glucose cotransporter 2 inhibi...

Jun 2018 31032602

The New Possibilities from "Big Data" to Overlooked Associations Between Diabetes, Biochemical Parameters, Glucose Control, and Osteoporosis.

PURPOSE OF REVIEW: To review current practices and technologies within the scope of "Big Data" that ...

Jun 2018 29679305

Machine Learning Based Automatic Neovascularization Detection on Optic Disc Region.

In this paper, the automatic detection of neovascularization in the optic disc region (NVD) for colo...

May 2018 29727291

Post hoc support vector machine learning for impedimetric biosensors based on weak protein-ligand interactions.

Impedimetric biosensors for measuring small molecules based on weak/transient interactions between b...

Apr 2018 29629449

Macular OCT Classification Using a Multi-Scale Convolutional Neural Network Ensemble.

Computer-aided diagnosis (CAD) of retinal pathologies is a current active area in medical image anal...

Apr 2018 29610079

A Neural-Network-Based Approach to Personalize Insulin Bolus Calculation Using Continuous Glucose Monitoring.

BACKGROUND: In type 1 diabetes (T1D) therapy, the calculation of the meal insulin bolus is performed...

Mar 2018 29493356

Automatic Adaptation of Basal Insulin Using Sensor-Augmented Pump Therapy.

BACKGROUND: People with insulin-dependent diabetes rely on an intensified insulin regimen. Despite s...

Mar 2018 29493359

Decision Support in Diabetes Care: The Challenge of Supporting Patients in Their Daily Living Using a Mobile Glucose Predictor.

BACKGROUND: In type 1 diabetes mellitus (T1DM), patients play an active role in their own care and n...

Mar 2018 29493361

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning.

The implementation of clinical-decision support algorithms for medical imaging faces challenges with...

Feb 2018 29474911

Automated System for Referral of Cotton-Wool Spots.

BACKGROUND: Cotton-wool spots also referred as soft exudates are the early signs of complications in...

Jan 2018 27908249

Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure.

With the maturation of metabolomics science and proliferation of biobanks, clinical metabolic profil...

Jan 2018 29218905

Diabetic macular edema grading in retinal images using vector quantization and semi-supervised learning.

BACKGROUND: Diabetic macular edema (DME) is one of the severe complication of diabetic retinopathy c...

Jan 2018 29689762

In vivo noninvasive blood glucose detection using near-infrared spectrum based on the PSO-2ANN model.

BACKGROUND: To improving the nursing level of diabetics, it is necessary to develop noninvasive bloo...

Jan 2018 29710751

Evaluating the Impact of Incorrect Diabetes Coding on the Performance of Multivariable Prediction Models.

The use of electronic health records for risk prediction models requires a sufficient quality of inp...

Jan 2018 29968650

Altered Expression Patterns of the Sumoylation Enzymes E1, E2 and E3 Are Associated with Glucose Oxidase- and UVA-Induced Cataractogenesis.

PURPOSE: Protein sumoylation is a well established regulatory mechanism that regulates chromatin str...

Jan 2018 30636603

Increased lipocalin-2 vs reduced oxytocin in relation with adiposity, atherogenicity and hematological indices in metabolic syndrome patients with and without prediabetes.

OBJECTIVES: The neuropeptide hormone- Oxytocin (OXT) and glycoprotein Lipocalin-2 (LCN-2) are strong...

Jan 2018 30686015

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