AIMC Topic: Diabetes Mellitus, Type 2

Clear Filters Showing 411 to 420 of 424 articles

Mechanistic machine learning: how data assimilation leverages physiologic knowledge using Bayesian inference to forecast the future, infer the present, and phenotype.

Journal of the American Medical Informatics Association : JAMIA Oct 1, 2018
We introduce data assimilation as a computational method that uses machine learning to combine data with human knowledge in the form of mechanistic models in order to forecast future states, to impute missing data from the past by smoothing, and to i...
Humans Machine Learning Phenotype Bayes Theorem Models, Biological Data Mining Blood Glucose Self-Monitoring Normal Distribution Blood Glucose Insulin Diabetes Mellitus, Type 2 Regression Analysis
View on PubMed DOI

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

Reviews in cardiovascular medicine Jun 30, 2018
In this systematic review, we sought to summarize the 3 recent sodium-glucose cotransporter 2 inhibitor (SGLT2i) trials (Dapagliflozin Effect on CardiovasculAR Events (DECLARE-TIMI 58), Canagliflozin Cardiovascular Assessment Study (CANVAS) Program, ...
Cardiovascular Diseases Humans Health Status Glucosides Benzhydryl Compounds Comorbidity Kidney Diseases Research Design Canagliflozin Blood Glucose Biomarkers Randomized Controlled Trials as Topic Sodium-Glucose Transporter 2 Inhibitors Diabetes Mellitus, Type 2 Risk Factors Cause of Death Sodium-Glucose Transporter 2 Treatment Outcome
View on PubMed DOI

Research digest: progress in microvascular complications.

The lancet. Diabetes & endocrinology Feb 1, 2018
Humans Diabetic Nephropathies Diabetic Retinopathy Machine Learning Diabetic Angiopathies Risk Factors Disease Progression Prevalence Severity of Illness Index Diabetes Mellitus, Type 2
View on PubMed DOI

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

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing Jan 1, 2018
With the maturation of metabolomics science and proliferation of biobanks, clinical metabolic profiling is an increasingly opportunistic frontier for advancing translational clinical research. Automated Machine Learning (AutoML) approaches provide ex...
Bias Computational Biology Translational Research, Biomedical Hypoglycemic Agents Supervised Machine Learning Body Mass Index Homocysteine Metabolomics Humans Metabolome Metformin Risk Factors Case-Control Studies Diabetes Mellitus, Type 2
View on PubMed

Fruit Wines Inhibitory Activity Against α-Glucosidase.

Current pharmaceutical biotechnology Jan 1, 2017
BACKGROUND: Fruit wines are well known for their profound health-promoting properties including both enzyme activations and inhibitions. They may act preventive in regard to diabetes melitus and other chronic diseases.
Wine Fruit alpha-Glucosidases Glycoside Hydrolase Inhibitors Molecular Docking Simulation Diabetes Mellitus, Type 2 Hyperglycemia Phenols
View on PubMed DOI

Applying Risk Models on Patients with Unknown Predictor Values: An Incremental Learning Approach.

Studies in health technology and informatics Jan 1, 2017
In clinical practice, many patients may have unknown or missing values for some predictors, causing that the developed risk models cannot be directly applied on these patients. In this paper, we propose an incremental learning approach to apply a dev...
Risk Humans Machine Learning Electronic Health Records Learning Female Male Diabetes Mellitus, Type 2 Cluster Analysis
View on PubMed

Pattern and predictors of urine protein excretion among patients with type 2 diabetes attending a single tertiary hospital in Lagos, Nigeria.

Saudi journal of kidney diseases and transplantation : an official publication of the Saudi Center for Organ Transplantation, Saudi Arabia Jan 1, 2017
Testing for proteinuria is used to screen for diabetic nephropathy. However, significant proportion of diabetics has normal urine protein excretion despite impaired renal function. We aimed to determine the factors predicting increased urine protein ...
Antihypertensive Agents Tertiary Care Centers Creatinine Proteinuria Angiotensin-Converting Enzyme Inhibitors Angiotensin II Type 1 Receptor Blockers Diabetic Nephropathies Humans Kidney Middle Aged Hypertension Aged Biomarkers Risk Assessment Glomerular Filtration Rate Aged, 80 and over Prognosis Nigeria Blood Pressure Adult Female Diabetes Mellitus, Type 2 Cross-Sectional Studies Risk Factors Male
View on PubMed DOI

Lactate levels and risk of lactic acidosis with metformin in diabetic kidney disease patients.

Saudi journal of kidney diseases and transplantation : an official publication of the Saudi Center for Organ Transplantation, Saudi Arabia Jan 1, 2017
Metformin as an oral antidiabetic drug (OAD) is not recommended in renal failure due to the presumed risk of lactic acidosis though it has advantages in cardiovascular protection with a low risk of hypoglycemia. Few studies have measured lactic acid ...
Humans Biomarkers Female Treatment Outcome Hydrogen-Ion Concentration Administration, Oral Metformin Lactic Acid Bicarbonates Acidosis, Lactic Case-Control Studies Risk Factors Diabetes Mellitus, Type 2 Male Diabetic Nephropathies Middle Aged Hypoglycemic Agents Risk Assessment Renal Insufficiency, Chronic
View on PubMed DOI

Comparison of machine-learning algorithms to build a predictive model for detecting undiagnosed diabetes - ELSA-Brasil: accuracy study.

Sao Paulo medical journal = Revista paulista de medicina Jan 1, 2017
CONTEXT AND OBJECTIVE:: Type 2 diabetes is a chronic disease associated with a wide range of serious health complications that have a major impact on overall health. The aims here were to develop and validate predictive models for detecting undiagnos...
Computer Simulation Female Reproducibility of Results Aged Adult Humans Neural Networks, Computer Algorithms Diabetes Mellitus, Type 2 Logistic Models Bayes Theorem Feasibility Studies Supervised Machine Learning Sensitivity and Specificity Male Middle Aged Brazil
View on PubMed DOI

Renal Function in Type 2 Diabetes Following Gastric Bypass.

Deutsches Arzteblatt international Dec 9, 2016
BACKGROUND: Metabolic surgery for obese patients with type 2 diabetes (T2D) yields short- and long-term remission rates of 60-90%. Its effects on diabetesassociated complications such as neuropathy and nephropathy have not been well studied to date. ...
Gastric Bypass Diabetes Mellitus, Type 2 Treatment Outcome Body Mass Index Obesity Aged Kidney Diseases Male Middle Aged Pilot Projects Humans Female
View on PubMed DOI
Popular Topics
Recent Journals