ABSTRACT
The electronic stethoscope combined with artificial intelligence (AI) technology has realized the digital acquisition of heart sounds and intelligent identification of congenital heart disease, which provides objective basis for heart sound auscultation and improves the accuracy of congenital heart disease diagnosis. At the present stage, the AI based cardiac auscultation technique mainly focuses on the research of AI algorithms, and the researchers have designed and summarized a variety of effective algorithms based on the characteristics of cardiac audio data, among which the mel-frequency cepstral coefficients (MFCC) is the most effective one, and widely used in the cardiac auscultation. However, the current cardiac sound analysis techniques are based on specific data sets, and have not been validated in clinic, so the performance of algorithms need to be further verified. The lack of heart sound data, especially the high-quality, standardized, publicly available heart sound database with disease labeling, further restricts the development of heart sound diagnostic analysis and its application in screening. Therefore, expert consensus is necessary in establishing an authoritative heart sound database and standardizing the heart sound auscultation screening process for congenital heart disease. This paper provides an overview of the research and application status of auscultation algorithm and hardware equipment based on AI in auscultation screening of congenital heart disease, and puts forward the problems to be solved in clinical application of AI auscultation screening technology.
Subject(s)
Humans , Algorithms , Artificial Intelligence , Heart Auscultation/trends , Heart Defects, Congenital/diagnosis , Mass Screening/methodsABSTRACT
CONTEXT AND OBJECTIVE: P2 hyperphonesis is considered to be a valuable finding in semiological diagnoses of pulmonary hypertension (PH). The aim here was to evaluate the accuracy of the pulmonary component of second heart sounds for predicting PH in patients with interstitial lung disease. DESIGN AND SETTING: Cross-sectional study at the University of Brasilia and Hospital de Base do Distrito Federal. METHODS: Heart sounds were acquired using an electronic stethoscope and were analyzed using phonocardiography. Clinical signs suggestive of PH, such as second heart sound (S2) in pulmonary area louder than in aortic area; P2 > A2 in pulmonary area and P2 present in mitral area, were compared with Doppler echocardiographic parameters suggestive of PH. Sensitivity (S), specificity (Sp) and positive (LR+) and negative (LR-) likelihood ratios were evaluated. RESULTS: There was no significant correlation between S2 or P2 amplitude and PASP (pulmonary artery systolic pressure) (P = 0.185 and 0.115; P= 0.13 and 0.34, respectively). Higher S2 in pulmonary area than in aortic area, compared with all the criteria suggestive of PH, showed S = 60%, Sp= 22%; LR+ = 0.7; LR- = 1.7; while P2> A2 showed S= 57%, Sp = 39%; LR+ = 0.9; LR- = 1.1; and P2 in mitral area showed: S= 68%, Sp = 41%; LR+ = 1.1; LR- = 0.7. All these signals together showed: S= 50%, Sp = 56%. CONCLUSIONS: The semiological signs indicative of PH presented low sensitivity and specificity levels for clinically diagnosing this comorbidity.
RESUMO CONTEXTO E OBJETIVO: Hiperfonese de P2 tem sido considerada como achado valoroso no diagnóstico semiológico de hipertensão pulmonar (HP). O objetivo foi de avaliar a acurácia do componente pulmonar da segunda bulha cardíaca em predizer HP nos pacientes portadores de doenças intersticiais pulmonares. TIPO DE ESTUDO E LOCAL: Estudo transversal na Universidade de Brasília e Hospital de Base do Distrito Federal. MÉTODOS: Os sons cardíacos foram adquiridos com estetoscópio eletrônico e analisados por fonocardiografia. Os sinais clínicos sugestivos de HP, como B2 mais intensamente audível em área pulmonar que aórtica, P2 > A2 na área pulmonar e P2 presente em área mitral foram confrontados com parâmetros cardiográficos no exame de Doppler sugestivos de HP. Sensibilidade (S), especificidade (E), razões de verossimilhança positiva (RV+) e negativa (RV-) foram avaliados. RESULTADOS: Não houve correlação significativa entre amplitude de B2 e P2 e a PSAP (pressão sistólica arterial pulmonar) (P = 0,185 e 0,115; P = 0,13 e 0,34; respectivamente). A análise da presença de B2 mais intensa na área pulmonar que aórtica, quando comparada a todos os critérios sugestivos de HP, mostrou S = 60%; E = 22%; RV+ = 0,7; RV- = 1,7; enquanto P2 > A2 mostrou: S = 57%; E = 39%; RV+ = 0,9; RV- = 1,1; e P2 no foco mitral mostrou: S = 68%; E = 41%; RV+ = 1,1; RV- = 0,7. Todos os sinais juntos mostraram S = 50%; E = 56%. CONCLUSÃO: Os sinais semiológicos indicativos de HP apresentam baixos valores de especificidade e sensibilidade para diagnóstico clínico dessa comorbidade.
Subject(s)
Humans , Male , Female , Adult , Middle Aged , Aged , Aged, 80 and over , Heart Sounds/physiology , Lung Diseases, Interstitial/physiopathology , Hypertension, Pulmonary/diagnosis , Phonocardiography , Pulmonary Artery/physiology , Echocardiography , Cross-Sectional Studies , Predictive Value of Tests , Sensitivity and Specificity , Hypertension, Pulmonary/physiopathologyABSTRACT
Este trabalho apresenta os principais fatos e acontecimentos relacionados ao desenvolvimento do estetoscópio e à história da ausculta cardíaca. Destaca o papel e contribuição de diversas personalidades do campo científico, apresenta o estetoscópio em seus variados modelos históricos e sumariza as descobertas realizadas pelo método antes e depois da invenção desse instrumento. Aborda, ainda, a ausculta e o estetoscópio no contexto do exame físico e da construção da relação médico-paciente.
This paper reports the major facts and events related to the stethoscope development and the history of cardiac auscultation. It describes the role and contribution of several scientists, presents the several historical models of stethoscopes, and summarizes the discoveries relying on the auscultation method both before and after the invention of the stethoscope. It also approaches auscultation and stethoscope within the context of physical examination and physician-patient relationship
ABSTRACT
The clinical assessment of pulmonary artery systolic pressure (PASP) by means of heart auscultation may be comparable to the measures obtained by Doppler echocardiography. Aim: To compare PASP estimated by heart auscultation and echocardiography. Material and Methods: Thirty consecutive patients aged 70 ± 16 years (68 percent women) were evaluated prospectively, all of whom had an echocardiogram requested by their attending physician. Echocardiographic evaluation of PASP was made by tricuspid regurgitation velocity plus right a trial pressure estimate. Two trained clinicians, blinded for the clinical history and rest of physical examination, auscultated the patients. PASP was estimated from the auscultatory intensity of the pulmonary component in comparison to the aortic component of the second heart sound and its propagation towards the apex, in accordance to a pre-established algorithm. Correlation between auscultatory and echocardiographic measures of PASP was made by Pearson test. Variability between both methods and among observers was evaluated with Bland-Altman analysis. Results: Fifty two per cent of patients were hypertensive and 20 percent diabetic. Admission diagnoses were heart failure in 50 percent of cases, exacerbation of chronic obstructive pulmonary disease in 20 percent, pulmonary thromboembolism in 10 percent and other clinical entities in 20 percent. A significant correlation was found between auscultatory and echocardiographic estimation of PASP (r = 0.64, p = 0, 01). Bland-Altman analysis showed a mean difference between both determinations of 7.6 ± 7.6 mmHg. Bland-Altman analysis between both operators showed an average difference of 5.4 ± 8.4 mm Hg. Conclusions: Heart auscultatory evaluation allows a precise and reproducible estimation of PASP and compares favorably with echocardiographic assessment.
Subject(s)
Aged , Female , Humans , Male , Blood Pressure/physiology , Heart Auscultation/methods , Hypertension, Pulmonary/diagnosis , Pulmonary Artery , Echocardiography, Doppler/methods , Epidemiologic Methods , Heart Failure/physiopathology , Heart Failure , Hypertension, Pulmonary/physiopathology , Hypertension, Pulmonary , Pulmonary Artery/physiopathology , Pulmonary Artery , Pulmonary Disease, Chronic Obstructive/physiopathology , Pulmonary Disease, Chronic Obstructive , Systole/physiologyABSTRACT
The study is designed to investigate the progress in cardiac auscultation proficiency of residents after training program.Thirty eight residents were selected to test their ability of cardiac auscultation.There were 13 cardiac events(or murmurs)in 15 patients,and the auscultation proficiency was expressed as the percentage of recognizing cardiac events accurately.The results showed that the highest auscultation proficiency was whole systolic and diastolic murmurs(up to 79 percent and 61 percent respectively)before training.The percentage of recognizing continuous murmurs,click,mitral stenosis and regurgitation,aortic stenosis increased significantly after training program(P＜0.05).