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86 result(s) for "Cardiologists - standards"
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Accuracy and variability of cardiologist interpretation of single lead electrocardiograms for atrial fibrillation: The VITAL-AF trial
Screening for atrial fibrillation (AF) using consumer-based devices capable of producing a single lead electrocardiogram (1L ECG) is increasing. There are limited data on the accuracy of physician interpretation of these tracings. The goal of this study is to assess the sensitivity, specificity, confidence, and variability of cardiologist interpretation of point-of-care 1L ECGs. Fifteen cardiologists reviewed point-of-care handheld 1L ECGs collected from patients aged 65 years or older enrolled in the VITAL-AF clinical trial [NCT035115057] who underwent cardiac rhythm assessments with a 1L ECG using an AliveCor KardiaMobile device. Random sampling of 1L ECGs for cardiologist review was stratified by the AliveCor algorithm interpretation. A 12L ECG performed on the same day for clinical purposes was used as the gold standard. Cardiologists each reviewed a common sample of 200 1L ECG tracings and completed a survey associated with each tracing. Cardiologists were blinded to both the AliveCor algorithm and same day 12L ECG interpretation. For each tracing, study cardiologists were asked to assess the rhythm (sinus rhythm, AF, unclassifiable), report their assessment of the quality of the tracing, and rate their confidence in rhythm interpretation. The outcomes included the sensitivity, specificity, variability, and confidence in physician interpretation. Variables associated with each measure were identified using multivariable regression. The average sensitivity for AF was 77.4% (range 50%-90.6%, standard deviation [SD]=11.4%) and the average specificity was 73.0% (range 41.3%-94.6%, SD = 15.4%). The mean variability was 30.8% (range 0%-76.2%, SD = 23.2%). The average reviewer confidence of 1L ECG rhythm assessment was 3.6 out of 5 (range 2.5-4.2, SD = 0.6). Patient and tracing factors associated with sensitivity, specificity, variability, and confidence were identified and included age, body mass index, and presence of artifact. Cardiologist interpretation of point-of-care handheld 1L ECGs has modest diagnostic sensitivity and specificity with substantial variability for AF classification despite high confidence. Variability in cardiologist interpretation of 1L ECGs highlights the importance of confirmatory testing for diagnosing AF. [Display omitted]
National Physician Survey for Nonvalvular Atrial Fibrillation (NVAF) Anticoagulation Comparing Knowledge, Attitudes and Practice of Cardiologist to PCPs
Introduction: NVAF is estimated to affect between 6.4 and 7.4 million Americans in 2018, and increases the risk of stroke 5-fold. To mitigate this risk, guidelines recommend anticoagulating AF patients unless their stroke risk is very low. Despite these recommendations, 30.0-60.0% of NVAF patients do not receive indicated anticoagulation. To better understand why this may be, we surveyed PCPs and cardiologists nationwide on their attitudes, knowledge and practices toward managing NVAF with warfarin and direct-acting oral anticoagulants (DOACs). Methods: We surveyed 1,000 PCPs and 500 cardiologists selected randomly from a master list of the American Medical Association, using a paper based, anonymous, self-administered, mailed scannable survey. The survey contained questions on key demographics and data concerning attitudes, knowledge and practices related to prescribing DOACs. The surveys went out in the fall/winter of 2017-8 with a $10 incentive gift card. Survey responses were scanned into an Excel database and analyzed using SAS 9.3 (Cary, NC) for descriptive and inferential statistics. Results: Two hundred and forty-nine providers (167 PCPs, 82 cardiologists) participated in the study with a response rate of 18.8% (249/1320). Respondent mean years ±SD of experience since completing residency was 23.2 ± 13.8. Relative to cardiologists, less PCPs use CHADsVASC (36.8% vs. 74.4%) (p < 0.0001); more have never used HAS-BLED, HEMORR2HAGES, or ATRIA (38.5% vs. 9.8%) (p < .0001); more felt that their lack of knowledge/experience with DOACs was a barrier to prescribing the agents (p = 0.005); and more reported that they could use additional education on DOACs (87.0% vs. 47.0%) (p < 0.0001). Overall, cardiologists were more concerned about ischemic stroke outcomes, while PCPs were more concerned with GI bleeding. Cardiologists also felt that clinical trial data were most helpful in choosing the most appropriate DOAC for their patients, while PCPs felt that Real World Data was most useful. Conclusions: Cardiologists were more concerned with ischemic stroke while anticoagulating patients and utilized screening instruments like CHADsVASC in a majority of their patients. PCPs were concerned with GI bleeds when anticoagulating but nearly 40.0% utilized no screening tools to assess bleeding risk. Our findings show that future education about DOACs would be warranted especially with PCPs.
Diagnosis, treatment, and follow-up of heart failure patients by general practitioners: A Delphi consensus statement
Creation of an algorithm that includes the most important parameters (history, clinical parameters, and anamnesis) that can be linked to heart failure, helping general practitioners in recognizing heart failure in an early stage and in a better follow-up of the patients. The algorithm was created using a consensus-based Delphi panel technique with fifteen general practitioners and seven cardiologists from Belgium. The method comprises three iterations with general statements on diagnosis, referral and treatment, and follow-up. Consensus was obtained for the majority of statements related to diagnosis, referral, and follow-up, whereas a lack of consensus was seen for treatment statements. Based on the statements with good and perfect consensus, an algorithm for general practitioners was assembled, helping them in diagnoses and follow-up of heart failure patients. The diagnosis should be based on three essential pillars, i.e. medical history, anamnesis and clinical examination. In case of suspected heart failure, blood analysis, including the measurement of NT-proBNP levels, can already be performed by the general practitioner followed by referral to the cardiologist who is then responsible for proper diagnosis and initiation of treatment. Afterwards, a multidisciplinary health care process between the cardiologist and the general practitioner is crucial with an important role for the general practitioner who has a key role in the up-titration of heart failure medication, down-titration of the dose of diuretics and to assure drug compliance. Based on the consensus levels of statements in a Delphi panel setting, an algorithm is created to help general practitioners in the diagnosis and follow-up of heart failure patients.
Gaps in knowledge and management of iron deficiency in heart failure: a nationwide survey of cardiologists in China
BackgroundHeart failure (HF) guidelines recommend routine testing for iron deficiency (ID) and, for those with ID, intravenous iron if the left ventricular ejection fraction is <50%. Guideline adherence to these recommendations by cardiologists in China is unknown.Methods and resultsAn independent academic web-based survey was designed and distributed via social networks to cardiologists across China. Overall, 1342 cardiologists (median age 34 years, IQR 30–39, 51% women) from all provinces of China completed this survey. More than half were unaware of the need to screen for ID in HF and did not do so routinely in their clinical practice. Approximately 80% were not familiar with the diagnostic criteria for ID in HF guidelines, and only 0.8% recognised transferrin saturation <20% as an independent marker of ID. Regarding iron repletion, only 14% preferred intravenous to oral iron for correcting ID compared with 68% favouring oral iron. Three-quarters were unfamiliar with methods for calculating intravenous iron dose. Furthermore, over 80% were unaware that current guidelines only recommend ferric carboxymaltose or ferric derisomaltose for correcting ID. The main barriers to using intravenous iron were lack of knowledge and experience. Despite such poor awareness and practice, most cardiologists were interested in learning more about managing ID in HF.ConclusionsIn this nationwide survey of cardiologists in China, we identified large gaps in both knowledge and management of ID. This survey will help guide the development of educational programmes to improve care for patients with HF and ID in China.
Interventional cardiologists’ perceptions of percutaneous coronary intervention quality measurement and feedback
[Display omitted] Interventional cardiologists receive feedback on their clinical care from a variety of sources including registry-based quality measures, case conferences, and informal peer interactions. However, the impact of this feedback on clinical care is unclear. We interviewed interventional cardiologists regarding the use of feedback to improve their care of percutaneous coronary intervention (PCI) patients. Interviews were assessed with template analysis using deductive and inductive techniques. Among 20 interventional cardiologists from private, academic, and Department of Veterans Affairs practice, 85% were male, 75% performed at least 100 PCIs annually, and 55% were in practice for 5 years or more. All reported receiving feedback on their practice, including formal quality measures and peer learning activities. Many respondents were critical of quality measure reporting, citing lack of trust in outcomes measures and poor applicability to clinical care. Some respondents reported the use of process measures such as contrast volume and fluoroscopy time for benchmarking their performance. Case conferences and informal peer feedback were perceived as timelier and more impactful on clinical care. Respondents identified facilitators of successful feedback interventions including transparent processes, respectful and reciprocal peer relationships, and integration of feedback into collective goals. Hierarchy and competitive environments inhibited useful feedback. Despite substantial resources dedicated to performance measurement and feedback for PCI, interventional cardiologists perceive existing quality measures to be of only modest value for improving clinical care. Catherization laboratories should seek to integrate quality measures into a holistic quality program that emphasizes peer learning, collective goals and mutual respect.
Adherence to guidelines for natriuretic peptide testing in heart failure: a nationwide survey of healthcare professionals in Vietnam
ObjectivesThis study aimed to determine doctors’ level of adherence to the natriuretic peptide testing guideline and to identify the factors influencing their adherence.DesignCross-sectional study.SettingWeb-based survey.ParticipantsFull-time doctors involved in heart failure (HF) treatment in Vietnam.Primary and secondary outcome measuresDoctors using natriuretic peptide testing for diagnosis, differential diagnosis, treatment assessment and prognosis of patients with HF were classified as adhering to the guidelines. We assessed the practice of natriuretic peptide testing and stratified the doctors based on their professional qualifications. Univariate and multivariate logistic regression analyses were used to estimate the Odds Ratio (ORs) and 95% CIs for associations between guideline adherence and selected covariates.ResultsOver half of the participants adhered to the natriuretic peptide testing guidelines (57.4%). Cardiologists adhered more closely to the guidelines than other professionals; they had approximately four times higher odds of adherence than other doctors (univariate model, OR: 3.88, 95% CI: 2.56 to 5.89, p<0.001; multivariate model, OR: 4.24, 95% CI: 2.64 to 6.82, p<0.001). Cardiologists also had significantly higher rates of using natriuretic peptide testing for diagnosis (93.8% vs 84.1%, p<0.002), differential diagnosis (71.4% vs 53.5%, p<0.001), treatment assessment (87% vs 64.2%, p<0.001) and prognosis (68.2% vs 50.4%, p<0.001) than other professionals. More years of professional experience correlated with higher guideline adherence (<2 years was used as a reference point; >5 to <10 years, OR: 2.59, 95% CI: 1.45 to 4.60, p<0.001; ≥10 years, OR: 2.30, 95% CI: 1.30 to 4.09, p<0.004).ConclusionThe level of adherence to natriuretic peptide testing guidelines among doctors treating patients with HF varies across Vietnam. Targeted interventions are needed to enhance understanding and proficiency, especially among non-cardiologists and those with limited experience. A dedicated fact sheet focusing on natriuretic peptide testing in HF management, separate from the existing guidelines, could bridge this gap.
Global health: where do cardiologists fit in?
[...]the member states of the UN have agreed in principle to take action to decrease cardiovascular disease (CVD)-related mortality by 25% by 2025.1 While there was a decrease in age-specific deaths globally from 2007 to 2017, total CVD deaths rose by 21% during the same time period.2 The primary drivers for this were the ageing of populations, overall population growth and epidemiological trends in CVD. [...]the reality is that there is an initial phase of adoption of deleterious risk behaviours, like consumption of high-caloric/high-fat diets, increased smoking and adherence to sedentary lifestyles, that may undo any potential gains expected from prosperity.4 5 The poorest in society and those with non-urban residence are particularly vulnerable.6 In the ecosystem of global cardiovascular healthcare, cardiologists are a part of a multidisciplinary, multisector response in which global cooperation can support better health outcomes (figure 1). Several training programmes in the USA have integrated principles of global cardiology into their curricula in response to increases in international travel, enhanced cultural sensitivity, scientific collaboration, global burden of disease and increasing demand among trainees.8 There is wide variation in offerings and content, reflective of the rapidly changing landscape, wide breadth in the field and evolving needs of global cardiology trainees.9 10 There are several helpful frameworks and resources to help guide trainees and programme directors in designing learning experiences and demonstrating competency in global cardiovascular health.
Heartbeat: An ecosystem approach to clinical decision making
Adherence to evidence-based practice guidelines has the potential to improve health outcomes at lower costs but there are many barriers to consistent implementation of guidelines in clinical practice. Table 1 Mixed logit model on preferences for screening programme characteristics Attributes Coefficient (SE) SD (SE) Mortality risk reduction (for each life saved per 1000 screened) 0.53 (0.03)* NA Avoid overtreatment (for each additional man per 1000 screened) 0.04 (0.00)* 0.04 (0.00)* Avoid regret (for each additional man per 1000 screened) 0.00 (0.00)* 0.01 (0.00) Screening duration (for each additional hour) 0.13 (0.04)* 0.27 (0.11)* Location (index general practice) Hospital 0.64 (0.08)* 0.84 (0.16)* High-tech hospital with CT 2.74 (0.17) * 2.01 (0.15)* Log-likelihood =−2253.89 LR χ2(9)= 324.21 Probability>χ2= 0.0000 *Significant at a 5% level. A timely review article in this issue discusses the current approach to anti-thrombotic therapy in patients undergoing transcatheter aortic valve implantation.7 In addition to summarising their current approach, knowledge gaps and suggestions for future research are highlighted (figure 4).
A Multi-Specialty Delphi Consensus on Assessing and Managing Cardiopulmonary Risk in Patients with COPD
In Canada, COPD represents a significant burden to the patient and health system, as it is often under or misdiagnosed and sub-optimally treated. Cardiovascular disease (CVD) is a common co-morbidity in COPD and there is significant interplay between these two chronic conditions. Across all stages of COPD disease severity, deaths can be attributed not only to respiratory causes but also to cardiovascular-related factors. The established links between COPD and CVD suggest the need for a greater degree of collaboration between respirologists and cardiologists. This modified Delphi consensus was initiated to consider how optimal COPD care can be delivered within Canada, with specific consideration of reducing cardiopulmonary risk and outcomes in COPD patients. A steering group with interest in the management of COPD and CVD from primary care, cardiology, and respirology identified 40 statements formed from four key themes. A 4-point Likert scale questionnaire was sent to healthcare professionals working in COPD across Canada by an independent third party to assess agreement (consensus) with these statements. Consensus was defined as high if ≥75% and very high if ≥90% of respondents agreed with a statement. A total of 100 responses were received from respirologists (n=30), cardiologists (n=30), and primary care physicians (n=40). Consensus was very strong (≥90%) in 28 (70%) statements, strong (≥75 and <90%) in 7 (17.5%) statements and was not achieved (<75%) in 5 (12.5%) of statements. Based on the consensus scores, 9 key recommendations were proposed by the steering group. These focus on the need to comprehensively risk stratify and manage COPD patients to help prevent exacerbations. Consensus within this study provides a call to action for the expeditious implementation of the latest COPD guidelines from the Canadian Thoracic Society.
Artificial intelligence in coronary angiography: benchmarking the diagnostic accuracy of ChatGPT-4o against interventional cardiologists
BackgroundThe integration of artificial intelligence (AI) into medical diagnostics has significantly impacted cardiology by enhancing diagnostic precision and therapeutic strategies. Coronary artery disease continues to be a leading cause of global morbidity and mortality, with coronary angiography being the diagnostic gold standard. However, the subjective nature of angiographic interpretation can lead to inconsistent assessment. AI aims to provide automated, objective assessments to mitigate these challenges.MethodsThis study evaluated ChatGPT with Generative Pre-trained Transformer (GPT)-4o (OpenAI, USA), for automated coronary angiogram interpretation. Due to its inability to process video data, we extracted maximum contrast frames from diagnostic angiogram views. These anonymised images were analysed by GPT-4o. Its diagnostic findings and stent recommendations were compared with expert cardiologist assessments.ResultsWe included 100 patients who underwent coronary interventions between January and April 2024. GPT-4o accurately identified coronary vessels in 98% of images. The overall sensitivity for detecting lesions requiring intervention was 71.6%, with a specificity of 57.2% (F1 score 0.652). Performance varied by vessel with best results for left anterior descending artery (sensitivity 81.0%; specificity 69.3%) and right coronary artery (sensitivity 86.5%; specificity 61.4%). Identification of the target vessel based solely on imaging was 47%, which improved to 87% with additional clinical information.ConclusionsGPT-4o shows potential as a supportive tool in coronary angiography interpretation. Its diagnostic performance improves significantly when contextual clinical information is included. However, its accuracy based on static images alone remains below the threshold required for reliable diagnostic and therapeutic support. The lack of cine-loop data as an essential element in real-world angiographic interpretation is a key limitation. Future developments should focus on enhancing AI capabilities for analysing complex anatomical structures and integrating dynamic imaging data to augment clinical utility.