ArticleJAMA network open2019
Trends in the Use of Cardiac Imaging for Patients With Heart Failure in Canada.
Article in JAMA network open, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed, 42 citations in OpenAlex.
- The diagnostic accuracy of left ventricular ejection fraction assessment between visual and artificial intelligence-based algorithms on bedside ultrasound.Cardiovascular ultrasound · 2026Article
- Feasibility of whole heart 3D shape reconstruction from sparse echocardiographic views using CT-derived simulations.Scientific reports · 2026Article
- ECG and imaging manifestations of cardiomyopathy in adults with Duchenne muscular dystrophy.International journal of cardiology. Heart & vasculature · 2026Article
- Testing for Coronary Artery Disease in Patients Newly Diagnosed with Heart Failure in Alberta, Canada.CJC open · 2026Article
- Barriers to cardiovascular magnetic resonance imaging scan performance and reporting by cardiologists: a systematic literature review.European heart journal. Imaging methods and practice · 2025Article
- CardiacField: computational echocardiography for automated heart function estimation using two-dimensional echocardiography probes.European heart journal. Digital health · 2025Article
- Cost-effectiveness of outpatient adherence to recommendations for monitoring of patients hospitalized for heart failure.ESC heart failure · 2024Article
- Diagnostic approach to heart failure in Türkiye.Turkish journal of medical sciences · 2024Article
- Physician Variation and the Impact of Payment Model in Cardiac Imaging.Journal of the American Heart Association · 2023Article
- Mitral Annular Disjunction: Review of an Increasingly Recognized Mitral Valve Entity.Radiology. Cardiothoracic imaging · 2023Review
- Challenges and opportunities for early career medical professionals in cardiovascular magnetic resonance (CMR) imaging: a white paper from the Society for Cardiovascular Magnetic Resonance.Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance · 2023Review
- Implementation of Process Improvements to Facilitate Cardiac CT Re-Credentialing in a Rural Healthcare System.Clinical medicine & research · 2022Article
- Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D echo views.Simplifying medical ultrasound : third International Workshop, ASMUS 2022, held in conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings. ASMUS (Workshop) (3rd : 2022 : Singapore) · 2022Article
- Temporal trends in ultrasound utilisation in the radiology department of a tertiary hospital.SA journal of radiology · 2022Article
- Cardiac remodelling predicts outcome in patients with chronic heart failure.ESC heart failure · 2021Article
- Outcomes and healthcare resource utilization in adult congenital heart disease patients with heart failure.ESC heart failure · 2021Article
- Early invasive coronary angiography and acute ischaemic heart failure outcomes.European heart journal · 2021Article
- Integrating Measures of Myocardial Fibrosis in the Transition from Hypertensive Heart Disease to Heart Failure.Current hypertension reports · 2021Review
- Readmission rates following heart failure: a scoping review of sex and gender based considerations.BMC cardiovascular disorders · 2020Article
- Comparison of Troponin Elevation, Prior Myocardial Infarction, and Chest Pain in Acute Ischemic Heart Failure.CJC open · 2020Article
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6 authors at 4 institutions in 1 country.
Funding
Abstract
Importance: Cardiac imaging is a component of the provision of medical care for patients with heart failure that has experienced a broad expansion in past decades. However, there is a paucity of studies examining the patterns of use of cardiac imaging modalities in real-world clinical practice. Objectives: To investigate temporal trends in the use and costs of cardiac imaging for the examination of patients with heart failure in Canada and to examine the association between the institution of an accreditation program and the use of echocardiography. Design, Setting, and Participants: A repeated cross-sectional study based on population-based administrative databases in Ontario, Canada, of individuals with heart failure identified using a validated algorithm based on hospital admissions and ambulatory physician claims was conducted between April 1, 2002, and March 31, 2017. Main Outcomes and Measures: The incidence and prevalence of heart failure and the age- and sex-adjusted rate of use and costs of cardiac imaging, including resting and stress echocardiography, myocardial perfusion scintigraphy, invasive coronary angiography, computed tomography, magnetic resonance imaging, and positron emission tomography. Results: A total of 882 355 adults (50.1% women; median age, 76 years [interquartile range, 66-83 years]) with prevalent heart failure were identified. The age- and sex-standardized prevalence of heart failure remained stable during the study (2.4% [95% CI, 2.4%-2.4%] in 2002 and 2.0% [95% CI, 2.0%-2.0%] in 2016). There was an increase in the rate of use of resting echocardiography, from 386 tests (95% CI, 373-398) per 1000 patients with heart failure in 2002 to 533 (95% CI, 519-547) per 1000 patients in 2011. Coinciding with the initiation of an accreditation program for echocardiography in 2012, there was an immediate reduction in the rate of use (-59.5 tests per 1000 patients with heart failure; P < .001), which was followed by a plateau in subsequent years. At the same time, there was a 10.8% relative reduction in the use of myocardial perfusion scintigraphy and an 11.2% relative reduction in the use of invasive coronary angiography from 2011 to 2016 and the incorporation of newer modalities after they became publicly insured health services. Conclusions and Relevance: These findings suggest that resting echocardiography remains the most used imaging technique for patients with heart failure, exceeding the use of and the cost spent on other modalities. Stabilization in the use of traditional imaging modalities coincided temporally with the emergence of advanced techniques and provincewide quality improvement policy initiatives.
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