Cargando…

Preventing unnecessary imaging in patients suspect of coronary artery disease through machine learning of electronic health records

AIMS: With the ageing European population, the incidence of coronary artery disease (CAD) is expected to rise. This will likely result in an increased imaging use. Symptom recognition can be complicated, as symptoms caused by CAD can be atypical, particularly in women. Early CAD exclusion may help t...

Descripción completa

Detalles Bibliográficos
Autores principales:	Overmars, L Malin, van Es, Bram, Groepenhoff, Floor, De Groot, Mark C H, Pasterkamp, Gerard, den Ruijter, Hester M, van Solinge, Wouter W, Hoefer, Imo E, Haitjema, Saskia
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2021
Materias:	Original Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9707976/ https://www.ncbi.nlm.nih.gov/pubmed/36713995 http://dx.doi.org/10.1093/ehjdh/ztab103

Ejemplares similares

Sexual dimorphism in peripheral blood cell characteristics linked to recanalization success of endovascular thrombectomy in acute ischemic stroke
por: Overmars, L. Malin, et al.
Publicado: (2023)

Cardiovascular imaging of women and men visiting the outpatient clinic with chest pain or discomfort: design and rationale of the ARGUS Study
por: Groepenhoff, Floor, et al.
Publicado: (2020)

Describing Characteristics and Differences of Neutrophils in Sepsis, Trauma, and Control Patients in Routinely Measured Hematology Data
por: Joosse, Huibert-Jan, et al.
Publicado: (2022)

Association of low testosterone with changes in non-cardiovascular biomarkers in adult men
por: Samoszuk, Michael, et al.
Publicado: (2019)

Persistent Symptoms and Health Needs of Women and Men With Non-Obstructed Coronary Arteries in the Years Following Coronary Angiography
por: Groepenhoff, Floor, et al.
Publicado: (2021)

Sex-specific thoracic aortic dimensions and clinical implications
por: Groepenhoff, Floor, et al.
Publicado: (2020)

A Wolf in Sheep’s Clothing: Reuse of Routinely Obtained Laboratory Data in Research
por: Overmars, L Malin, et al.
Publicado: (2022)

Characteristics of peripheral blood cells are independently related to major adverse cardiovascular events after carotid endarterectomy
por: Overmars, L. Malin, et al.
Publicado: (2023)

Hematological Parameters Improve Prediction of Mortality and Secondary Adverse Events in Coronary Angiography Patients: A Longitudinal Cohort Study
por: Gijsberts, Crystel M., et al.
Publicado: (2015)

A Human(e) Factor in Clinical Decision Support Systems
por: Bezemer, Tim, et al.
Publicado: (2019)

Ambiguous definitions for baseline serum creatinine affect acute kidney diagnosis at the emergency department
por: Niemantsverdriet, Michael, et al.
Publicado: (2021)

P1500: WHAT’S DRIVING RDW? IN-VITRO AND IN-SILICO EVIDENCE FOR OXIDATIVE STRESS
por: Joosse, Huibert-Jan, et al.
Publicado: (2023)

Text Mining of Electronic Health Records Can Accurately Identify and Characterize Patients With Systemic Lupus Erythematosus
por: Brunekreef, Tammo E., et al.
Publicado: (2021)

In-vitro and in-silico evidence for oxidative stress as drivers for RDW
por: Joosse, Huibert-Jan, et al.
Publicado: (2023)

Plasma Testosterone Levels and Atherosclerotic Plaque Gene Expression in Men With Advanced Atherosclerosis
por: Groepenhoff, Floor, et al.
Publicado: (2021)

Design, validation and implementation of an automated e-alert for acute kidney injury: 6-month pilot study shows increased awareness
por: Niemantsverdriet, Michael S.A., et al.
Publicado: (2023)

Low-Density Lipoprotein Cholesterol Target Attainment in Patients With Established Cardiovascular Disease: Analysis of Routine Care Data
por: Groenhof, T Katrien J, et al.
Publicado: (2020)

A machine learning approach using endpoint adjudication committee labels for the identification of sepsis predictors at the emergency department
por: Niemantsverdriet, Michael S. A., et al.
Publicado: (2022)

Axial light loss of monocytes as a readily available prognostic biomarker in patients with suspected infection at the emergency department
por: de Hond, Titus A. P., et al.
Publicado: (2022)

High Levels of (Un)Switched Memory B Cells Are Associated With Better Outcome in Patients With Advanced Atherosclerotic Disease
por: Meeuwsen, John A. L., et al.
Publicado: (2017)

The Multifaceted Functions of CXCL10 in Cardiovascular Disease
por: van den Borne, Pleunie, et al.
Publicado: (2014)

The Applied Data Analytics in Medicine Program: Lessons Learned From Four Years’ Experience With Personalizing Health Care in an Academic Teaching Hospital
por: Haitjema, Saskia, et al.
Publicado: (2022)

Transportability and Implementation Challenges of Early Warning Scores for Septic Shock in the ICU: A Perspective on the TREWScore
por: Niemantsverdriet, Michael S. A., et al.
Publicado: (2022)

Intrinsic transcriptomic sex differences in human endothelial cells at birth and in adults are associated with coronary artery disease targets
por: Hartman, Robin J. G., et al.
Publicado: (2020)

Gender differences in health-related quality of life in patients undergoing coronary angiography
por: Gijsberts, Crystel M, et al.
Publicado: (2015)

Fluorescein angiography leads to increased fluorescence of blood cells and may hamper routine haematology analysis of ophthalmology patients
por: de Groot, Evianne L., et al.
Publicado: (2021)

Admittance‐based pressure–volume loops versus gold standard cardiac magnetic resonance imaging in a porcine model of myocardial infarction
por: van Hout, Gerardus P. J., et al.
Publicado: (2014)

Invasive surgery reduces infarct size and preserves cardiac function in a porcine model of myocardial infarction
por: van Hout, Gerardus PJ, et al.
Publicado: (2015)

Growth Differentiation Factor 15 Is Associated With Major Amputation and Mortality in Patients With Peripheral Artery Disease
por: De Haan, Judith J., et al.
Publicado: (2017)

Routinely measured hematological parameters and prediction of recurrent vascular events in patients with clinically manifest vascular disease
por: Kofink, Daniel, et al.
Publicado: (2018)

Toll-Like Receptor Induced CD11b and L-Selectin Response in Patients with Coronary Artery Disease
por: Elsenberg, Ellen H. A. M., et al.
Publicado: (2013)

Shorter laboratory turnaround time is associated with shorter emergency department length of stay: a retrospective cohort study
por: Vrijsen, Bram E. L., et al.
Publicado: (2022)

A fibronectin-fibrinogen-tropoelastin coating reduces smooth muscle cell growth but improves endothelial cell function
por: Tersteeg, Claudia, et al.
Publicado: (2012)

Sex-Specific Aspects in the Pathophysiology and Imaging of Coronary Macro- and Microvascular Disease
por: Groepenhoff, Floor, et al.
Publicado: (2019)

New York Heart Association class is strongly associated with mortality beyond heart failure in symptomatic women
por: Siegersma, Klaske R, et al.
Publicado: (2020)

Sex-dependent gene co-expression in the human body
por: Hartman, Robin J. G., et al.
Publicado: (2021)

Microarray testing in patients with systemic lupus erythematosus identifies a high prevalence of CpG DNA-binding antibodies
por: Brunekreef, Tammo, et al.
Publicado: (2021)

Circulating levels of P-selectin and E-selectin relate to cardiovascular magnetic resonance-derived aortic characteristics in young adults from the general population, a cross-sectional study
por: Eikendal, Anouk L. M., et al.
Publicado: (2018)

Routine Lupus Anticoagulant Sensitive aPTT Testing Can Prevent Unnecessary LA Testing
por: Smit, Bob, et al.
Publicado: (2023)

Circulating Biomarkers for Predicting Cardiovascular Disease Risk; a Systematic Review and Comprehensive Overview of Meta-Analyses
por: van Holten, Thijs C., et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_av76hj93a3d70oehoonv9tgk9k