Cargando…

Natural Language Processing Improves Detection of Nonsevere Hypoglycemia in Medical Records Versus Coding Alone in Patients With Type 2 Diabetes but Does Not Improve Prediction of Severe Hypoglycemia Events: An Analysis Using the Electronic Medical Record in a Large Health System

OBJECTIVE: To determine if natural language processing (NLP) improves detection of nonsevere hypoglycemia (NSH) in patients with type 2 diabetes and no NSH documentation by diagnosis codes and to measure if NLP detection improves the prediction of future severe hypoglycemia (SH). RESEARCH DESIGN AND...

Descripción completa

Detalles Bibliográficos
Autores principales:	Misra-Hebert, Anita D., Milinovich, Alex, Zajichek, Alex, Ji, Xinge, Hobbs, Todd D., Weng, Wayne, Petraro, Paul, Kong, Sheldon X., Mocarski, Michelle, Ganguly, Rahul, Bauman, Janine M., Pantalone, Kevin M., Zimmerman, Robert S., Kattan, Michael W.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	American Diabetes Association 2020
Materias:	Novel Communications in Diabetes
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7372042/ https://www.ncbi.nlm.nih.gov/pubmed/32414887 http://dx.doi.org/10.2337/dc19-1791

Ejemplares similares

The Probability of A1C Goal Attainment in Patients With Uncontrolled Type 2 Diabetes in a Large Integrated Delivery System: A Prediction Model
por: Pantalone, Kevin M., et al.
Publicado: (2020)

Association between shared medical appointments and weight loss outcomes and anti‐obesity medication use in patients with obesity
por: Shibuya, Kelly, et al.
Publicado: (2020)

Antidiabetic treatment patterns and specialty care utilization among patients with type 2 diabetes and cardiovascular disease
por: Pantalone, Kevin M., et al.
Publicado: (2018)

Testosterone replacement therapy and the risk of adverse cardiovascular outcomes and mortality
por: Pantalone, Kevin M., et al.
Publicado: (2019)

Addressing Therapeutic Inertia: Development and Implementation of an Electronic Health Record–Based Diabetes Intensification Tool
por: Pantalone, Kevin M., et al.
Publicado: (2023)

Prevalence and recognition of obesity and its associated comorbidities: cross-sectional analysis of electronic health record data from a large US integrated health system
por: Pantalone, Kevin M, et al.
Publicado: (2017)

Real-Time Continuous Glucose Monitoring Significantly Reduces Severe Hypoglycemia in Hypoglycemia-Unaware Patients With Type 1 Diabetes
por: Choudhary, Pratik, et al.
Publicado: (2013)

Associations of weight loss with obesity‐related comorbidities in a large integrated health system
por: Mariam, Arshiya, et al.
Publicado: (2021)

Cambridge Hybrid Closed-Loop System in Very Young Children With Type 1 Diabetes Reduces Caregivers’ Fear of Hypoglycemia and Improves Their Well-being
por: de Beaufort, Carine, et al.
Publicado: (2022)

Hypoinsulinemic hypoglycemia triggered by liver injury in elderly subjects with low body weight: case reports
por: Anno, Takatoshi, et al.
Publicado: (2018)

Healthcare resource implications of hypoglycemia-related hospital admissions and inpatient hypoglycemia: retrospective record-linked cohort studies in England
por: McEwan, Philip, et al.
Publicado: (2015)

Factors Influencing Variations in Hospitalization for Diabetes with Hypoglycemia
por: Kattan, Waleed, et al.
Publicado: (2018)

Persistent Hypoglycemia with Polycystic Kidneys: A Rare Combination − A Case Report
por: Prasher, Priya, et al.
Publicado: (2020)

Hypoglycemia Prevention in Hospital Patients: A Quality Improvement Project to Prevent Severe and Recurrent Hypoglycemia
por: Griffing, Katherine L.
Publicado: (2016)

New approaches to screening and management of neonatal hypoglycemia based on improved understanding of the molecular mechanism of hypoglycemia
por: Stanley, Charles A., et al.
Publicado: (2023)

A brief interactive training with medical students improves their diabetes knowledge about hypoglycemia
por: Beverly, Elizabeth A., et al.
Publicado: (2019)

Improving the quality of medical records
por: Guarducci, G, et al.
Publicado: (2022)

Home Use of Mini-Dose Glucagon As a Novel Treatment for Hypoglycemia Following Repeated, Prolonged Fasts in Type 1 Diabetes During Ramadan
por: Algeffari, Metab, et al.
Publicado: (2022)

COVID-19 Home Monitoring After Diagnosis and Health Care Utilization in an Integrated Health System
por: Misra-Hebert, Anita D., et al.
Publicado: (2021)

Interventions to Improve Adherence to a Hypoglycemia Protocol
por: Destree, Lani, et al.
Publicado: (2017)

Medication and Exercise Interactions: Considering and Managing Hypoglycemia Risk
por: Shahar, Jacqueline, et al.
Publicado: (2015)

Assessing Prevalence of Hypoglycemia in a Medical Transcription Database
por: Uzoigwe, Chioma, et al.
Publicado: (2020)

Predictors of the Need to Use Medications in the Management of Neonatal Hypoglycemia
por: Al Housni, Samira, et al.
Publicado: (2022)

Differentiating Hypoglycemia Awareness Status from Hypoglycemia Experience in Tools for Measuring Impaired Awareness of Hypoglycemia
por: Sepúlveda, Eduardo, et al.
Publicado: (2020)

Machine Learning Prediction of Hypoglycemia and Hyperglycemia From Electronic Health Records: Algorithm Development and Validation
por: Witte, Harald, et al.
Publicado: (2022)

MON-167 Hypoglycemia Prevention: A Quality Improvement Project to Reduce Inpatient Hypoglycemia Rate Following Treatment of Hyperkalemia
por: Khan, Nushin, et al.
Publicado: (2019)

Hypoglycemia in the hospital
por: Shomali, Mansur
Publicado: (2011)

Hypoglycemia and Dementia
por: Rhee, Sang Youl
Publicado: (2017)

Clinical characteristics, complications, comorbidities and treatment patterns among patients with type 2 diabetes mellitus in a large integrated health system
por: Pantalone, Kevin M, et al.
Publicado: (2015)

Improving the Diagnosis of Neonatal Hypoglycemia in a Well-Baby Nursery
por: Ly, Eric, et al.
Publicado: (2016)

Generalized Anxiety Disorder and Hypoglycemia Symptoms Improved with Diet Modification
por: Aucoin, Monique, et al.
Publicado: (2016)

MON-017 Impact of Hypoglycemia on Behaviors of Patients with Type 2 Diabetes (T2D): A Focus Group Study
por: Wu, Sze-Jung, et al.
Publicado: (2019)

Adaptation of the brain to hypoglycemia: Does the brain stand by for the next hypoglycemia event?
por: Fukui, Kenji, et al.
Publicado: (2014)

Risk Factors of Hypoglycemic Encephalopathy and Prolonged Hypoglycemia in Patients With Severe Hypoglycemia
por: Saikawa, Rika, et al.
Publicado: (2019)

Novel Use and Utility of Integrated Electronic Health Records to Assess Rates of Prediabetes Recognition and Treatment: Brief Report From an Integrated Electronic Health Records Pilot Study
por: Schmittdiel, Julie A., et al.
Publicado: (2014)

Nonsevere Hypoglycemia Episode Clinical and Economic Outcomes: A Comparison between Sulfonylurea and Sodium-Glucose Cotransporter 2 Inhibitor as Add-On to Metformin from a Canadian Perspective
por: Farahani, Pendar
Publicado: (2018)

OR20-5 28-Day Dosing with Avexitide Improves Hyperinsulinemic Hypoglycemia in Patients with Severe, Refractory Post-Bariatric Hypoglycemia: The PREVENT Study
por: Lee, Clare, et al.
Publicado: (2019)

The relationship between components of hypoglycemia worries and avoiding hypoglycemia behavior in type 2 diabetes mellitus with hypoglycemia: a network analysis
por: Wu, Chao, et al.
Publicado: (2023)

Hypoglycemia in Patients With Diabetes on Antidiabetic Medications Who Fast for Laboratory Tests
por: Aldasouqi, Saleh, et al.
Publicado: (2011)

Trends in Antihyperglycemic Medication Prescriptions and Hypoglycemia in Older Adults: 2002-2013
por: Clemens, Kristin K., et al.
Publicado: (2015)

Cannot write session to /tmp/vufind_sessions/sess_17a0c2i55kk9vh7nfoo270v03i