AIMC Topic: Diabetes Mellitus, Type 2

Clear Filters Showing 401 to 410 of 424 articles

Predicting complications of diabetes mellitus using advanced machine learning algorithms.

Journal of the American Medical Informatics Association : JAMIA Jul 1, 2020
OBJECTIVE: We sought to predict if patients with type 2 diabetes mellitus (DM2) would develop 10 selected complications. Accurate prediction of complications could help with more targeted measures that would prevent or slow down their development.
Humans Deep Learning Diabetes Mellitus, Type 2 Decision Trees Diabetes Complications Neural Networks, Computer Algorithms Prognosis Risk Assessment
View on PubMed DOI

Sodium glucose co-transporter 2 inhibitors and cardiovascular event protections: how applicable are clinical trials and observational studies to real-world patients?

BMJ open diabetes research & care Dec 1, 2019
OBJECTIVE: This study evaluated the characteristics of new users of sodium glucose co-transporter 2 inhibitors (SGLT2i) in clinical practice to assess the applicability of the findings from clinical trials (Empagliflozin, Cardiovascular Outcomes and ...
Clinical Trials as Topic Cardiovascular Diseases Diabetic Angiopathies Middle Aged Aged Diabetes Mellitus, Type 2 Benzhydryl Compounds Sodium-Glucose Transporter 2 Inhibitors Blood Glucose Humans Observational Studies as Topic Aged, 80 and over Practice Patterns, Physicians' Cohort Studies Retrospective Studies Adult Glycated Hemoglobin Bridged Bicyclo Compounds, Heterocyclic Male Glucosides Canagliflozin Female
View on PubMed DOI

Relevant Features in Nonalcoholic Steatohepatitis Determined Using Machine Learning for Feature Selection.

Metabolic syndrome and related disorders Nov 1, 2019
We investigated the prevalence and the most relevant features of nonalcoholic steatohepatitis (NASH), a stage of nonalcoholic fatty liver disease, (NAFLD) in which the inflammation of hepatocytes can lead to increased cardiovascular risk, liver fibr...
Metabolic Syndrome Decision Making Non-alcoholic Fatty Liver Disease Aged Severity of Illness Index Adult Diabetes Mellitus, Type 2 Sensitivity and Specificity Algorithms Humans Liver Cirrhosis Cross-Sectional Studies Prognosis Machine Learning Male Hypertension Retrospective Studies Middle Aged Female Disease Progression Prevalence
View on PubMed DOI

Using Machine Learning Applied to Real-World Healthcare Data for Predictive Analytics: An Applied Example in Bariatric Surgery.

Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research May 1, 2019
OBJECTIVES: Laparoscopic metabolic surgery (MxS) can lead to remission of type 2 diabetes (T2D); however, treatment response to MxS can be heterogeneous. Here, we demonstrate an open-source predictive analytics platform that applies machine-learning ...
Hypoglycemic Agents Bariatric Surgery Insurance Claim Review Humans Machine Learning Databases, Factual Female Male Middle Aged Diabetes Mellitus, Type 2
View on PubMed DOI

An outcome model approach to transporting a randomized controlled trial results to a target population.

Journal of the American Medical Informatics Association : JAMIA May 1, 2019
OBJECTIVE: Participants enrolled into randomized controlled trials (RCTs) often do not reflect real-world populations. Previous research in how best to transport RCT results to target populations has focused on weighting RCT data to look like the tar...
Machine Learning Electronic Health Records Cardiovascular Diseases Disease Progression Humans Translational Research, Biomedical Outcome Assessment, Health Care Valsartan Evidence-Based Medicine Diabetes Mellitus, Type 2 Hypoglycemic Agents Randomized Controlled Trials as Topic Antihypertensive Agents Prediabetic State Nateglinide
View on PubMed DOI

Artificial Intelligence and Deep Learning: The Future of Medicine and Medical Practice.

The Journal of the Association of Physicians of India Apr 1, 2019
Artificial Intelligence (AI) and access to "Big Data" together with the evolving techniques in biotechnology will change the medical practice a big way. Many diseases such as type II diabetes will no longer be considered as a single disease. Many fam...
Diabetes Mellitus, Type 2 Algorithms Delivery of Health Care Physicians Deep Learning Humans Artificial Intelligence
View on PubMed

Machine Learning for the Prediction of New-Onset Diabetes Mellitus during 5-Year Follow-up in Non-Diabetic Patients with Cardiovascular Risks.

Yonsei medical journal Feb 1, 2019
PURPOSE: Many studies have proposed predictive models for type 2 diabetes mellitus (T2DM). However, these predictive models have several limitations, such as user convenience and reproducibility. The purpose of this study was to develop a T2DM predic...
Follow-Up Studies Reproducibility of Results Risk Factors Male Cardiovascular Diseases Middle Aged ROC Curve Diabetes Mellitus, Type 2 Logistic Models Machine Learning Algorithms Republic of Korea Female Humans
View on PubMed DOI

Acalypha Wilkesiana 'Java White': Identification of Some Bioactive Compounds by Gc-Ms and Their Effects on Key Enzymes Linked to Type 2 Diabete.

Acta pharmaceutica (Zagreb, Croatia) Dec 1, 2018
In this study, we identified bioactive compounds from the ethanolic extracts of the leaves, stem bark and root bark of Acalypha wilkesiana through GC-MS analysis and investigated the effects of these extracts on some of the enzymes linked to type 2 d...
Lipase Diabetes Mellitus, Type 2 Solvents Plant Extracts alpha-Amylases Hypoglycemic Agents Dose-Response Relationship, Drug alpha-Glucosidases Gas Chromatography-Mass Spectrometry Acalypha
View on PubMed DOI

The effects of menopausal hormone therapy on proinflammatory cytokines and immunoglobulins in perimenopausal patients with type 2 diabetes mellitus and chronic obstructive pulmonary disease (COPD).

Terapevticheskii arkhiv Nov 22, 2018
AIM: To determine the effects of menopausal hormone therapy dosage on levels of proinflammatory cytokines and immunoglobulins in bodily fluids of patients with type 2 diabetes mellitus (DM) and chronic obstructive pulmonary disease (COPD) during peri...
Diabetes Mellitus, Type 2 Hormone Replacement Therapy Immunoglobulins Russia Perimenopause Female Aged Pulmonary Disease, Chronic Obstructive Middle Aged Humans Cytokines
View on PubMed DOI

[Antidiabetic role of high density lipoproteins].

Biomeditsinskaia khimiia Nov 1, 2018
Disturbance in lipid metabolism can be both a cause and a consequence of the development of diabetes mellitus (DM). One of the most informative indicator of lipid metabolism is the ratio of atherogenic and antiatherogenic fractions of lipoproteins an...
Humans Insulin Diabetes Mellitus, Type 2 Insulin Resistance Apolipoprotein A-I Lipoproteins, HDL
View on PubMed DOI
Popular Topics
Recent Journals