Identification of Congenital Valvular Murmurs in Young Patients Using Deep Learning-Based Attention Transformers and Phonocardiograms.

One in every four newborns suffers from congenital heart disease (CHD) that causes defects in the heart structure. The current gold-standard assessment technique, echocardiography, causes delays in the diagnosis owing to the need for experts who vary markedly in their ability to detect and interpret pathological patterns. Moreover, echo is still causing cost difficulties for low- and middle-income countries. Here, we developed a deep learning-based attention transformer model to automate the detection of heart murmurs caused by CHD at an early stage of life using cost-effective and widely available phonocardiography (PCG). PCG recordings were obtained from 942 young patients at four major auscultation locations, including the aortic valve (AV), mitral valve (MV), pulmonary valve (PV), and tricuspid valve (TV), and they were annotated by experts as absent, present, or unknown murmurs. A transformation to wavelet features was performed to reduce the dimensionality before the deep learning stage for inferring the medical condition. The performance was validated through 10-fold cross-validation and yielded an average accuracy and sensitivity of 90.23 % and 72.41 %, respectively. The accuracy of discriminating between murmurs' absence and presence reached 76.10 % when evaluated on unseen data. The model had accuracies of 70 %, 88 %, and 86 % in predicting murmur presence in infants, children, and adolescents, respectively. The interpretation of the model revealed proper discrimination between the learned attributes, and AV channel was found important (score 0.75) for the murmur absence predictions while MV and TV were more important for murmur presence predictions. The findings potentiate deep learning as a powerful front-line tool for inferring CHD status in PCG recordings leveraging early detection of heart anomalies in young people. It is suggested as a tool that can be used independently from high-cost machinery or expert assessment.

Major congenital heart defects are rarely diagnosed after newborns' hospital discharge with modern screening.

AIM: Our aim was to assess undiagnosed congenital heart defects (CHD) after newborns' hospital discharge in patients with a murmur or CHD suspicion, to find out the signs that predict CHDs and to estimate the costs of the examinations. METHODS: We reviewed retrospective medical records of patients (n = 490) referred for the evaluation of CHD suspicion during 2017-2018. RESULTS: The median age of the patients was 2.5 (IQR 0.5-7.4) years. Sixty-three (13%) patients had an abnormal echocardiography. Neither ductal-dependent nor cyanotic CHDs were found. Cardiac interventions were performed for 14 out of 63 (22%) patients. Clinical signs indicating CHDs were murmur grade ≥3 (10/11 [91%] vs. 53/479 [11%], p < 0.001) and harsh murmur (15/44 [34%] vs. 48/446 [11%], p < 0.001). Abnormal electrocardiography did not indicate CHD (8/40 [20%] vs. 55/447 [12%], p = 0.165). The total cost of the examinations was 259 700€. The share of the cost of studies assessed as benign was 59%. CONCLUSION: Only a few CHDs were found after newborn hospital discharge among patients who received foetal and newborn screening and were examined due to CHD suspicion. The high number of benign murmurs in children leads to many referrals, resulting in unnecessary healthcare costs.

Evaluation of Heart Murmurs in Children.

This Patient Page describes how heart murmurs may be found in children and what treatment and follow-up may look like if an abnormal murmur is found.

New Onset Cardiac Murmur and Exertional Dyspnea in an Apparently Healthy Child: A Rare Localization of Obstructive Myxoma in the Right Ventricle Outflow Tract without Pulmonary Embolization-A Case Report and Literature Review.

Myxomas are slowly growing benign neoplasms which are rare in children. Up to 80% can be located in the left atrium and generate symptoms such as embolism, cardiac failure, fever and weight loss. Rarely, myxomas can be detected in the right ventricle outflow tract, causing arrhythmias, pulmonary emboli and sudden death. We report the case of a 13-year-old healthy child brought to the Emergency Department (ED) of the Children's Hospital Bambino Gesù, Rome, for recent dyspnea, chest pain on exertion and new onset cardiac murmur. Patient underwent medical examination and echocardiogram with the finding of a rounded and lobulated voluminous mass in the right ventricle outflow tract (RVOT) which caused severe obstruction. The contrast computed tomography (CT) scan confirmed the presence of a heterogeneously enhancing soft-tissue mass occupying the RVOT with no evidence of pulmonary embolization. The mass was surgically excised, and the pathologic examination confirmed our suspicion of myxoma. Our experience suggests that myxoma can have mild clinical symptoms, the presentation may be non-specific, and diagnosis can be a challenge Careful examination and a diagnostic imaging workup, primarily with the transthoracic echocardiogram, are needful to make a rapid differential diagnosis and to better manage surgical treatment and follow-up.

Challenging echocardiographic pictures of aortic arch: when heart murmur leads to a rare diagnosis.

We describe the case of a 2-week-old boy referred for systolic murmur. His echocardiography showed challenging pictures of the aortic arch, which led to the rare diagnosis of arterial tortuosity syndrome.

Reasonable requests: echocardiography referral forms as a measure of coherent clinical communication.

BACKGROUND: Well performed clinical communication is a cornerstone of collaborative care in medicine but may be confounded by inconsistent intentions of the messenger and biased interpretation by the recipient. A comparison of the findings of electronic echocardiography reports with clinician-completed standardised request forms provided an opportunity to assess communication quality. AIM: The study aimed to determine clinician aptitude to complete written echocardiography referral forms by assessing the completeness, appropriateness, accuracy, and coherency of the reported clinical findings, conclusions and requests made on the referral forms. The study explored factors that may influence the quality of communication through this referral medium. METHODS: A retrospective cohort study was conducted on patients who underwent trans-thoracic echocardiography imaging at Cecilia Makiwane Hospital in East London over 26 months. Paper echocardiography request forms that recorded the requesting clinician's findings on examination, the provisional clinical diagnosis, and the specific echocardiographic information sought, were compared with the actual findings on echocardiography. RESULTS: Of 613 request forms reviewed, 97 cases were excluded due to illegibility or because they lacked analysable information or requester details, leaving 516 forms suitable for study. No pathology was found on echocardiography in 31%. Of the murmurs expected from the echocardiography findings, only half were recorded on the request form (sensitivity and positive predictive value both 52%.). Only 35% of request forms that mentioned a mitral systolic murmur gave a working diagnosis of mitral regurgitation and only 38% of request forms that mentioned an aortic systolic murmur considered aortic stenosis. Clinically suspected cardiomyopathy (CMO) had a PPV of 43% and echocardiographic CMO was missed clinically in 41%. Apex beat displacement reported clinically was not associated with echocardiographic LV dilatation in 65% of cases. One-third (34%) of forms reporting murmurs did not request valve function assessment and 17% considering cardiomyopathy did not request left ventricular function assessment. CONCLUSION: Echocardiography request forms highlight vulnerabilities in clinical communication. Specifically, important clinical features were missing and more concerningly, included when unlikely to be present. There was a lack of concordance between recorded clinical findings and postulated diagnoses. Clinicians sometimes appeared unclear about the value or appropriateness of the requested assistance. Greater emphasis on teaching examination and communication skills may foster safer and more efficient use of scarce resources.

Approach to the Patient with a Murmur.

Patients with valvular heart disease may present with or without symptoms. A thorough cardiac physical examination can identify patients who require further evaluation and management. Although the utility of different cardiac findings varies widely, diastolic murmurs indicate important underlying valvular pathology requiring further investigation, typically with echocardiography. The proper examination of patients with systolic murmurs, the most common murmurs in clinical practice, is fundamental to cost-effective care. We will review the key components of the cardiac examination and findings relevant to functional murmurs, aortic stenosis, mitral valve prolapse and regurgitation, tricuspid regurgitation, hypertrophic cardiomyopathy, aortic regurgitation, and mitral stenosis.

Systolic or diastolic CT image acquisition for transcatheter aortic valve replacement - An outcome analysis.

BACKGROUND: Computed tomography (CT) imaging is the standard of care before transcatheter aortic valve replacement (TAVR). The aortic annulus undergoes conformational changes during the heart cycle. Therefore, the image acquisition time point can impact prosthesis sizing and fit. Clinical outcome data are lacking. The aim of this study was to compare systolic and diastolic cardiac CT data acquisition with regard to procedural and clinical outcomes in patients undergoing TAVR for severe aortic stenosis (AS). METHODS: Preprocedural high-pitch helical CT datasets were analyzed in 1954 patients undergoing TAVR between 2013 and 2018 â€‹at our center. Patients were stratified into two groups according to the acquisition heart phase (979 systolic and 975 diastolic). The study was approved by the local ethics committee. RESULTS: Median age was 81.6 [interquartile range 77.5-85.8] years and 964 (49.3%) patients were male. No significant difference was found for the Valve Academic Research Consortium-3 (VARC-3) endpoints of technical failure (systolic, 5.1% vs. diastolic, 5.2%, p â€‹= â€‹0.94) or device failure (systolic, 13.7% vs. diastolic, 13.5%, p â€‹= â€‹0.92). There was no difference in paravalvular regurgitation. All-cause 30-day mortality was comparable (systolic, 3.6% [95% confidence interval, 2.4-4.7%] vs. diastolic, 3.6% [2.4-4.8%], p â€‹= â€‹1.00), while 3-year mortality rates were higher in the diastolic group (Society of Thoracic Surgeons score adjusted hazard ratio, 1.25 [1.07-1.46], p â€‹< â€‹0.01). CONCLUSIONS: While the 30-day technical and clinical outcomes after TAVR are comparable between systolic and diastolic CT imaging, diastolic imaging was associated with higher long-term mortality. Therefore, the data support the guideline recommendation of systolic imaging.

Prevalence of iatrogenic heart murmurs in a population of apparently healthy cats.

OBJECTIVES: To determine the prevalence of iatrogenic heart murmurs in a population of apparently healthy cats and to investigate factors that may predispose cats to iatrogenic murmurs. MATERIALS AND METHODS: Apparently healthy cats presenting for routine examinations were prospectively enrolled. Following a physical examination to confirm there were no abnormalities, a cardiac examination was performed before and during a provocative manoeuvre performed independently by two clinicians. The provocative manoeuvre was performed on the right side of the chest wall by applying gentle pressure with a stethoscope to ascertain whether a murmur became audible, graded using a modified descriptive scale (soft/moderate). The cat's heart rate before and during the provocative manoeuvre and their age, sex, body condition score and bodyweight were recorded. RESULTS: One hundred and six cats were prospectively enrolled. The average prevalence of iatrogenic murmurs was 28.2% with good interobserver agreement recorded on both the presence (kappa 0.67 and 0.62) and grade of the murmur (kappa 0.6 and 0.53). A significant association was noted between age and body condition score, with iatrogenic murmurs more likely in cats with increasing age and decreasing body condition score. There was no association between heart rate and the presence of an iatrogenic murmur. CLINICAL SIGNIFICANCE: Iatrogenic murmurs are a common finding in cats with increasing prevalence noted in older and lean cats. Iatrogenic murmurs should therefore be considered as a differential diagnosis in a cat when an audible soft systolic right-sided murmur occurs with gentle pressure application to the chest wall during auscultation.

Heart Murmurs in Children: Evaluation and Management.

Up to 8.6% of infants and 80% of children have a heart murmur during their early years of life. The presence of a murmur can indicate conditions ranging from no discernable pathology to acquired or congenital heart disease. In infants with a murmur, physicians should review the obstetric and family histories to detect the possibility of congenital heart pathologies. Evaluation by a pediatric cardiologist is indicated for newborns with a murmur because studies show that neonatal murmurs have higher rates of pathology than in older children, and neonatal murmur characteristics are more difficult to evaluate during examination; referral is preferred over echocardiography. All infants, with or without a murmur, should have pulse oximetry screening to detect underlying critical congenital heart disease. In older children, most murmurs are innocent and can be followed with serial examinations if there are no findings of concern. Findings in older children that warrant referral include diastolic murmurs, loud or harsh-sounding murmurs, holosystolic murmurs, murmurs that radiate to the back or neck, or signs or symptoms of cardiac disease. Referral to a pediatric cardiologist is indicated when a pathologic murmur is suspected. Electrocardiography, chest radiography, and other tests should not be reflexively performed as part of all murmur evaluations because these tests can misclassify a murmur as innocent or pathologic, and they are not cost-effective. Emerging technologies include phonocardiography interpretation of murmurs and artificial intelligence algorithms for differentiating innocent from pathologic murmurs.