Cargando…

Prediction of Next Glucose Measurement in Hospitalized Patients by Comparing Various Regression Methods: Retrospective Cohort Study

BACKGROUND: Continuous glucose monitors have shown great promise in improving outpatient blood glucose (BG) control; however, continuous glucose monitors are not routinely used in hospitals, and glucose management is driven by point-of-care (finger stick) and serum glucose measurements in most patie...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zale, Andrew D, Abusamaan, Mohammed S, McGready, John, Mathioudakis, Nestoras
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2023
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9929733/ https://www.ncbi.nlm.nih.gov/pubmed/36719713 http://dx.doi.org/10.2196/41577

Ejemplares similares

Development and validation of a machine learning model for classification of next glucose measurement in hospitalized patients
por: Zale, Andrew D., et al.
Publicado: (2022)

Machine Learning Models for Inpatient Glucose Prediction
por: Zale, Andrew, et al.
Publicado: (2022)

Development and Validation of a Machine Learning Model to Predict Near-Term Risk of Iatrogenic Hypoglycemia in Hospitalized Patients
por: Mathioudakis, Nestoras N., et al.
Publicado: (2021)

Hypoglycemic risk exposures in relation to low serum glucose values in ambulatory patients
por: Abusamaan, Mohammed S., et al.
Publicado: (2020)

Patterns and predictors of antihyperglycemic intensification at hospital discharge for type 2 diabetic patients not on home insulin
por: Abusamaan, Mohammed S., et al.
Publicado: (2020)

Stakeholder Perspectives on an Inpatient Hypoglycemia Informatics Alert: Mixed Methods Study
por: Mathioudakis, Nestoras, et al.
Publicado: (2021)

SAT-138 Predictors and Health Care Expenditures Associated with Recurrent Diabetic Ketoacidosis Admissions in Adults with Type 1 Diabetes
por: Everett, Estelle, et al.
Publicado: (2019)

Regression From Prediabetes to Normal Glucose Regulation and Prevalence of Microvascular Disease in the Diabetes Prevention Program Outcomes Study (DPPOS)
por: Perreault, Leigh, et al.
Publicado: (2019)

Association of socioeconomic status and DKA readmission in adults with type 1 diabetes: analysis of the US National Readmission Database
por: Everett, Estelle, et al.
Publicado: (2019)

Insulinoma mimic: methadone-induced hypoglycaemia
por: Kanbour, Sarah, et al.
Publicado: (2022)

A Lifelong Smoker with Hypopituitarism: Rethinking the Hypothesis of a Tumor in the Hypophysis
por: Mathioudakis, Nestoras, et al.
Publicado: (2012)

Association of Low Fasting Glucose and HbA1c With Cardiovascular Disease and Mortality: The MESA Study
por: Mongraw-Chaffin, Morgana, et al.
Publicado: (2019)

A Novel Approach for Fully Automated, Personalized Health Coaching for Adults with Prediabetes: Pilot Clinical Trial
por: Everett, Estelle, et al.
Publicado: (2018)

Intermittent presumptive treatment in pregnancy with sulfadoxine–pyrimethamine: a counter perspective
por: Nosten, Francois, et al.
Publicado: (2015)

Development and validation of a prediction model for insulin-associated hypoglycemia in non-critically ill hospitalized adults
por: Mathioudakis, Nestoras Nicolas, et al.
Publicado: (2018)

Malaria in pregnancy: the difficulties in measuring birthweight
por: Rijken, MJ, et al.
Publicado: (2011)

A Large Nonmetastatic Anaplastic Thyroid Cancer with Complete Thyroidal Confinement
por: Xing, Jeffrey C., et al.
Publicado: (2011)

Extreme neonatal hyperbilirubinaemia in refugee and migrant populations: retrospective cohort
por: Wouda, Eva Maria Nadine, et al.
Publicado: (2020)

Career Development among American Biomedical Postdocs
por: Gibbs, Kenneth D., et al.
Publicado: (2015)

Comparability of tympanic and oral mercury thermometers at high ambient temperatures
por: Chue, Amy L, et al.
Publicado: (2012)

Optimal Duration of Follow-up for Assessing Antimalarial Efficacy in Pregnancy: A Retrospective Analysis of a Cohort Followed Up Until Delivery on the Thailand–Myanmar Border
por: Saito, Makoto, et al.
Publicado: (2019)

Timing of malaria in pregnancy and impact on infant growth and morbidity: a cohort study in Uganda
por: De Beaudrap, Pierre, et al.
Publicado: (2016)

T3:T4 Ratio Can Distinguish Between Adaptive Changes and True Subclinical Hypothyroidism in Older Adults
por: Abbey, Enoch, et al.
Publicado: (2020)

A Rare Case of Subcutaneous Insulin Resistance Presumed to be due to Paraneoplastic Process in Pancreatic Adenocarcinoma
por: Chae, Kacey, et al.
Publicado: (2021)

The potential for utilising in‐hospital glucose measurements to detect individuals at high risk of previously undiagnosed diabetes: Retrospective cohort study
por: Farmer, Andrew J., et al.
Publicado: (2022)

Comparative Expenditure of Various Hospitals for the Year 1886
Publicado: (1887)

New Medicines for Tropical Diseases in Pregnancy: Catch-22
por: White, Nicholas J, et al.
Publicado: (2008)

Paired suicide in a young refugee couple on the Thai-Myanmar border
por: Fellmeth, Gracia, et al.
Publicado: (2016)

Improved Detection of Intestinal Helminth Infections with a Formalin Ethyl-Acetate-Based Concentration Technique Compared to a Crude Formalin Concentration Technique
por: Brummaier, Tobias, et al.
Publicado: (2021)

Retrospective study of inpatient diabetes management service, length of stay and 30-day readmission rate of patients with diabetes at a community hospital
por: Mandel, Samantha R., et al.
Publicado: (2019)

Development, Implementation, and Evaluation of a Physician-Targeted Inpatient Glycemic Management Curriculum
por: Mathioudakis, Nestoras, et al.
Publicado: (2019)

Risky alcohol use among reproductive-age men, not women, in Mae La refugee camp, Thailand, 2009
por: Ezard, Nadine, et al.
Publicado: (2012)

Biomedical Science Ph.D. Career Interest Patterns by Race/Ethnicity and Gender
por: Gibbs, Kenneth D., et al.
Publicado: (2014)

Scrub typhus infection in pregnancy: the dilemma of diagnosis and treatment in a resource‐limited setting
por: Watthanaworawit, Wanitda, et al.
Publicado: (2016)

The Many Faces of Elevated TSH: When to Avoid Thyroid Hormone Therapy in Older Adults
por: Mammen, Jennifer, et al.
Publicado: (2021)

Burden of soil-transmitted helminth infection in pregnant refugees and migrants on the Thailand-Myanmar border: Results from a retrospective cohort
por: Brummaier, Tobias, et al.
Publicado: (2021)

Measuring the Impact of Flash Glucose Monitoring in a Pediatric Population in Saudi Arabia: A Retrospective Cohort Study
por: Alharbi, Mohammed Y., et al.
Publicado: (2022)

Severe falciparum malaria in pregnancy in Southeast Asia: a multi-centre retrospective cohort study
por: Saito, Makoto, et al.
Publicado: (2023)

Hospitalization and Post-hospitalization Outcomes Among Teaching Internal Medicine, Employed Hospitalist, and Locum Tenens Hospitalist Services in a Tertiary Center: a Prospective Cohort Study
por: Mustafa Ali, Moaath K., et al.
Publicado: (2021)

Myopic regression after photorefractive keratectomy: a retrospective cohort study
por: Ramin, Shahrokh, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_e4g65qlepacr3el6hga0fhnj8e