AI Medical Compendium Journal:
Journal of diabetes science and technology

Showing 21 to 30 of 38 articles

Application of Machine Learning to Predict Dietary Lapses During Weight Loss.

Journal of diabetes science and technology May 24, 2018
BACKGROUND: Individuals who adhere to dietary guidelines provided during weight loss interventions tend to be more successful with weight control. Any deviation from dietary guidelines can be referred to as a "lapse." There is a growing body of resea...
Algorithms Female Adult Male Humans Machine Learning Patient Compliance Diet, Reducing Weight Reduction Programs Ecological Momentary Assessment Smartphone Mobile Applications Overweight Obesity
View on PubMed DOI

The Promise and Perils of Wearable Physiological Sensors for Diabetes Management.

Journal of diabetes science and technology Mar 15, 2018
Development of truly useful wearable physiologic monitoring devices for use in diabetes management is still in its infancy. From wearable activity monitors such as fitness trackers and smart watches to contact lenses measuring glucose levels in tears...
Blood Glucose Self-Monitoring Humans Machine Learning Wearable Electronic Devices Diabetes Mellitus, Type 1
View on PubMed DOI

Comparative Simulation Study of Glucose Control Methods Designed for Use in the Intensive Care Unit Setting via a Novel Controller Scoring Metric.

Journal of diabetes science and technology Jun 22, 2017
BACKGROUND: Effective glucose control in the intensive care unit (ICU) setting has the potential to decrease morbidity and mortality rates and thereby decrease health care expenditures. To evaluate what constitutes effective glucose control, typicall...
Humans Computer Simulation Intensive Care Units Risk Factors Blood Glucose Artificial Intelligence Decision Support Techniques Biomarkers Hypoglycemia Critical Care Monitoring, Ambulatory Hypoglycemic Agents Predictive Value of Tests Glucose Models, Biological Insulin Time Factors Hyperglycemia
View on PubMed DOI

Artificial Intelligence Methodologies and Their Application to Diabetes.

Journal of diabetes science and technology May 25, 2017
In the past decade diabetes management has been transformed by the addition of continuous glucose monitoring and insulin pump data. More recently, a wide variety of functions and physiologic variables, such as heart rate, hours of sleep, number of st...
Humans Artificial Intelligence Machine Learning Decision Support Systems, Clinical Diabetes Mellitus
View on PubMed DOI

Machine Learning Methods to Predict Diabetes Complications.

Journal of diabetes science and technology May 12, 2017
One of the areas where Artificial Intelligence is having more impact is machine learning, which develops algorithms able to learn patterns and decision rules from data. Machine learning algorithms have been embedded into data mining pipelines, which ...
Diabetes Mellitus, Type 2 Data Mining Diabetes Complications Humans Machine Learning Algorithms
View on PubMed DOI

Development of Type 2 Diabetes Mellitus Phenotyping Framework Using Expert Knowledge and Machine Learning Approach.

Journal of diabetes science and technology Dec 7, 2016
BACKGROUND: Phenotyping is an automated technique that can be used to distinguish patients based on electronic health records. To improve the quality of medical care and advance type 2 diabetes mellitus (T2DM) research, the demand for T2DM phenotypin...
Support Vector Machine Area Under Curve Electronic Health Records Sensitivity and Specificity ROC Curve Diabetes Mellitus, Type 2 Humans Phenotype
View on PubMed DOI

In Silico Testing of an Artificial-Intelligence-Based Artificial Pancreas Designed for Use in the Intensive Care Unit Setting.

Journal of diabetes science and technology Nov 1, 2016
BACKGROUND: Effective glucose control in the intensive care unit (ICU) setting has the potential to decrease morbidity and mortality rates which should in turn lead to decreased health care expenditures. Current ICU-based glucose controllers are math...
Pancreas, Artificial Humans Artificial Intelligence Algorithms Computer Simulation Intensive Care Units Blood Glucose Models, Theoretical
View on PubMed DOI

Machine-Learning-Based Prediction of a Missed Scheduled Clinical Appointment by Patients With Diabetes.

Journal of diabetes science and technology May 3, 2016
BACKGROUND: About 10% of patients with diabetes discontinue treatment, resulting in the progression of diabetes-related complications and reduced quality of life.
No-Show Patients ROC Curve Algorithms Logistic Models Female Diabetes Mellitus Male Area Under Curve Humans Machine Learning
View on PubMed DOI

Reverse Engineering and Evaluation of Prediction Models for Progression to Type 2 Diabetes: An Application of Machine Learning Using Electronic Health Records.

Journal of diabetes science and technology Dec 20, 2015
BACKGROUND: Application of novel machine learning approaches to electronic health record (EHR) data could provide valuable insights into disease processes. We utilized this approach to build predictive models for progression to prediabetes and type 2...
ROC Curve Diabetes Mellitus, Type 2 Area Under Curve Medical Informatics Prediabetic State Risk Factors Adult Male Disease Progression Retrospective Studies Electronic Health Records Female Humans Machine Learning
View on PubMed DOI

Stress Testing of an Artificial Pancreas System With Pizza and Exercise Leads to Improvements in the System's Fuzzy Logic Controller.

Journal of diabetes science and technology Sep 14, 2015
BACKGROUND: Under controlled conditions, the Dose Safety artificial pancreas (AP) system controller, which utilizes "fuzzy logic" (FL) methodology to calculate and deliver appropriate insulin dosages based on changes in blood glucose, successfully ma...
Exercise Signal Processing, Computer-Assisted Insulin Infusion Systems Reproducibility of Results Blood Glucose Materials Testing Young Adult Insulin Pancreas, Artificial Blood Glucose Self-Monitoring Adult Time Factors Drug Dosage Calculations Male Stress, Physiological Diabetes Mellitus, Type 1 Fuzzy Logic Humans Dietary Carbohydrates Hypoglycemic Agents Predictive Value of Tests Algorithms Dietary Fats Treatment Outcome Equipment Design Female
View on PubMed DOI
Popular Topics
Popular Journals