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Gulsin GS, Moss AJ. Is an acoustic device a precision medicine tool for stratifying coronary disease? Heart 2023; 109:1196-1197. [PMID: 36958821 DOI: 10.1136/heartjnl-2023-322539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/25/2023] Open
Affiliation(s)
- Gaurav S Gulsin
- Department of Cardiovascular Sciences and NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester, UK
| | - Alastair James Moss
- Department of Cardiovascular Sciences and NIHR Leicester Biomedical Research Centre, University of Leicester, Leicester, UK
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Schmidt SE, Madsen LH, Hansen J, Zimmermann H, Kelbæk H, Winter S, Hammershøi D, Toft E, Struijk JJ, Clemmensen P. Coronary Artery Disease Detected by Low Frequency Heart Sounds. Cardiovasc Eng Technol 2022; 13:864-871. [PMID: 35545751 DOI: 10.1007/s13239-022-00622-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 03/28/2022] [Indexed: 01/27/2023]
Abstract
OBJECTIVES Previous studies have observed an increase in low frequency diastolic heart sounds in patients with coronary artery disease (CAD). The aim was to develop and validate a diagnostic, computerized acoustic CAD-score based on heart sounds for the non-invasive detection of CAD. METHODS Prospective study enrolling 463 patients referred for elective coronary angiography. Pre-procedure non-invasive recordings of heart sounds were obtained using a novel acoustic sensor. A CAD-score was defined as the power ratio between the 10-90 Hz frequency spectrum and the 90-300 Hz frequency spectrum of the mid-diastolic heart sound. Quantitative coronary angiography analysis was performed by a blinded core laboratory and patients grouped according to the results: obstructive CAD defined by the presence of at least one ≥ 50% stenosis, non-obstructive CAD as patients with a maximal stenosis in the 25-50% interval and non-CAD as no coronary lesions exceeding 25%. We excluded patients with potential confounders or incomplete data (n = 245). To avoid over-fitting the final cohort of 218 patients was randomly divided into to a training group for development (n = 127) and a validation group (n = 91). RESULTS In both the training and the validation group the CAD-score was significantly increased in CAD patients compared to non-CAD patients (p < 0.0001). In the validation group the area under the receiver-operating curve was 77% (95% CI 63-91%). Sensitivity was 71% (95% CI 59-82%) and specificity 64% (95% CI 45-83%). CONCLUSION The acoustic CAD-score is a new, inexpensive, non-invasive method to detect CAD, which may supplement clinical risk stratification and reduce the need for subsequent non-invasive and invasive testing.
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Affiliation(s)
- Samuel Emil Schmidt
- Department of Health Science and Technology, Aalborg University, Fredrik Bajers Vej 7 E4-213, 9220, Aalborg, Denmark.
| | | | - John Hansen
- Department of Health Science and Technology, Aalborg University, Fredrik Bajers Vej 7 E4-213, 9220, Aalborg, Denmark
| | - Henrik Zimmermann
- Department of Health Science and Technology, Aalborg University, Fredrik Bajers Vej 7 E4-213, 9220, Aalborg, Denmark
| | - Henning Kelbæk
- Department of Cardiology, Zealand University Hospital, Køge, Denmark
| | - Simon Winter
- Department of Cardiology, Hospital Unit West, Herning, Denmark
| | - Dorte Hammershøi
- Department of Electronic Systems, Aalborg University, Aalborg, Denmark.,Aalborg University Hospital, Aalborg, Denmark
| | - Egon Toft
- Department of Electronic Systems, Aalborg University, Aalborg, Denmark.,Aalborg University Hospital, Aalborg, Denmark
| | - Johannes Jan Struijk
- Department of Health Science and Technology, Aalborg University, Fredrik Bajers Vej 7 E4-213, 9220, Aalborg, Denmark
| | - Peter Clemmensen
- Department of Cardiology, University Heart Center Hamburg-Eppendorf, Hamburg, Germany.,Department of Medicine, Institute of Regional Health Research, Nykoebing F Hospital, University of Southern Denmark, Odense, Denmark
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Schmidt SE, Winther S, Larsen BS, Groenhoej MH, Nissen L, Westra J, Frost L, Holm NR, Mickley H, Steffensen FH, Lambrechtsen J, Nørskov MS, Struijk JJ, Diederichsen ACP, Boettcher M. Coronary artery disease risk reclassification by a new acoustic-based score. Int J Cardiovasc Imaging 2019; 35:2019-2028. [PMID: 31273633 PMCID: PMC6805823 DOI: 10.1007/s10554-019-01662-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Accepted: 06/27/2019] [Indexed: 01/08/2023]
Abstract
To determine the potential of a non-invasive acoustic device (CADScor®System) to reclassify patients with intermediate pre-test probability (PTP) and clinically suspected stable coronary artery disease (CAD) into a low probability group thereby ruling out significant CAD. Audio recordings and clinical data from three studies were collected in a single database. In all studies, patients with a coronary CT angiography indicating CAD were referred to coronary angiography. Audio recordings of heart sounds were processed to construct a CAD-score. PTP was calculated using the updated Diamond-Forrester score and patients were classified according to the current ESC guidelines for stable CAD: low < 15%, intermediate 15–85% and high > 85% PTP. Intermediate PTP patients were re-classified to low probability if the CAD-score was ≤ 20. Of 2245 patients, 212 (9.4%) had significant CAD confirmed by coronary angiography ( ≥ 50% diameter stenosis). The average CAD-score was higher in patients with significant CAD (38.4 ± 13.9) compared to the remaining patients (25.1 ± 13.8; p < 0.001). The reclassification increased the proportion of low PTP patients from 13.6% to 41.8%, reducing the proportion of intermediate PTP patients from 83.4% to 55.2%. Before reclassification 7 (3.1%) low PTP patients had CAD, whereas post-reclassification this number increased to 28 (4.0%) (p = 0.52). The net reclassification index was 0.209. Utilization of a low-cost acoustic device in patients with intermediate PTP could potentially reduce the number of patients referred for further testing, without a significant increase in the false negative rate, and thus improve the cost-effectiveness for patients with suspected stable CAD.
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Affiliation(s)
- S E Schmidt
- Department of Health Science and Technology, Biomedical Engineering & Informatics, Aalborg University, Fredrik Bajers Vej 7 C1-204, 9220, Aalborg Ø, Denmark.
| | - S Winther
- Department of Cardiology, Region Hospital Herning, Herning, Denmark
| | - B S Larsen
- Department of Health Science and Technology, Biomedical Engineering & Informatics, Aalborg University, Fredrik Bajers Vej 7 C1-204, 9220, Aalborg Ø, Denmark
- Acarix, Lyngby, Denmark
| | - M H Groenhoej
- Department of Cardiology, Odense University Hospital, Odense, Denmark
| | - L Nissen
- Department of Cardiology, Region Hospital Herning, Herning, Denmark
| | - J Westra
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | - L Frost
- Department of Cardiology, Regional Hospital Central Jutland, Silkeborg, Denmark
| | - N R Holm
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | - H Mickley
- Department of Cardiology, Odense University Hospital, Odense, Denmark
| | - F H Steffensen
- Department of Cardiology, Lillebaelt Hospital, Vejle, Denmark
| | - J Lambrechtsen
- Department of Cardiology, Svendborg Hospital, Svendborg, Denmark
| | | | - J J Struijk
- Department of Health Science and Technology, Biomedical Engineering & Informatics, Aalborg University, Fredrik Bajers Vej 7 C1-204, 9220, Aalborg Ø, Denmark
| | | | - M Boettcher
- Department of Cardiology, Region Hospital Herning, Herning, Denmark
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Winther S, Schmidt SE, Holm NR, Toft E, Struijk JJ, Bøtker HE, Bøttcher M. Diagnosing coronary artery disease by sound analysis from coronary stenosis induced turbulent blood flow: diagnostic performance in patients with stable angina pectoris. Int J Cardiovasc Imaging 2015; 32:235-245. [PMID: 26335368 PMCID: PMC4737789 DOI: 10.1007/s10554-015-0753-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2015] [Accepted: 08/22/2015] [Indexed: 01/06/2023]
Abstract
Optimizing risk assessment may reduce use of advanced diagnostic testing in patients with symptoms suggestive of stable coronary artery disease (CAD). Detection of diastolic murmurs from post-stenotic coronary turbulence with an acoustic sensor placed on the chest wall can serve as an easy, safe, and low-cost supplement to assist in the diagnosis of CAD. The aim of this study was to evaluate the diagnostic accuracy of an acoustic test (CAD-score) to detect CAD and compare it to clinical risk stratification and coronary artery calcium score (CACS). We prospectively enrolled patients with symptoms of CAD referred to either coronary computed tomography or invasive coronary angiography (ICA). All patients were tested with the CAD-score system. Obstructive CAD was defined as more than 50 % diameter stenosis diagnosed by quantitative analysis of the ICA. In total, 255 patients were included and obstructive CAD was diagnosed in 63 patients (28 %). Diagnostic accuracy evaluated by receiver operating characteristic curves was 72 % for the CAD-score, which was similar to the Diamond–Forrester clinical risk stratification score, 79 % (p = 0.12), but lower than CACS, 86 % (p < 0.01). Combining the CAD-score and Diamond–Forrester score, AUC increased to 82 %, which was significantly higher than the standalone CAD-score (p < 0.01) and Diamond–Forrester score (p < 0.05). Addition of the CAD-score to the Diamond–Forrester score increased correct reclassification, categorical net-reclassification index = 0.31 (p < 0.01). This study demonstrates the potential use of an acoustic system to identify CAD. The combination of clinical risk scores and an acoustic test seems to optimize patient selection for diagnostic investigation.
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Affiliation(s)
- Simon Winther
- Department of Cardiology, Institute of Clinical Medicine, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, 8200, Aarhus, Denmark. .,Department of Internal Medicine, Hospital Unit West, Herning, Denmark.
| | - Samuel Emil Schmidt
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Niels Ramsing Holm
- Department of Cardiology, Institute of Clinical Medicine, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, 8200, Aarhus, Denmark
| | - Egon Toft
- College of Medicine, Qatar University, Doha, Qatar
| | - Johannes Jan Struijk
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Hans Erik Bøtker
- Department of Cardiology, Institute of Clinical Medicine, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, 8200, Aarhus, Denmark
| | - Morten Bøttcher
- Department of Internal Medicine, Hospital Unit West, Herning, Denmark
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Zuber M, Erne P. Acoustic cardiography to improve detection of coronary artery disease with stress testing. World J Cardiol 2010; 2:118-24. [PMID: 21160713 PMCID: PMC2998883 DOI: 10.4330/wjc.v2.i5.118] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2010] [Revised: 04/13/2010] [Accepted: 04/20/2010] [Indexed: 02/06/2023] Open
Abstract
AIM To assess if performance of 12-lead exercise tolerance testing (ETT) can be improved by simultaneous acoustic cardiography and to compare the diagnostic performances of electrocardiography (ECG) during ETT and acoustic cardiography for detection or exclusion of angiographically proven coronary artery disease (CAD). METHODS We conducted an explorative study with retrospective data analysis using a convenience sample of consecutive patients (n = 59, mean age: 62 years) from an outpatient clinic in Switzerland, who were referred for ETT by their general practitioner on suspicion of CAD, and in whom, coronary angiography was carried out. Measurements included sensitivity, specificity, likelihood ratios and receiver operating characteristic curves. A standard, symptom-limited, 12-lead ECG exercise tolerance test was performed by independent persons with simultaneous acoustic cardiography and subsequent cardiac angiography for determination of significant CAD. RESULTS Thirty-four of the 59 adult subjects (58%) had a final diagnosis of CAD by angiography, and in 25 subjects, CAD was excluded by angiography. Sensitivity/specificity of ST segment depression in the group was 29%/92%, whereas the most powerful acoustic cardiographic parameter was the strength of the fourth heart sound (S4), with corresponding sensitivity/specificity of 53%/92%. The disjunctive combination of the S4 and ST depression had sensitivity/specificity of 68%/84%. CONCLUSION In this preliminary pilot study, the use of acoustic cardiography alone during ETT or disjunctively with ST depression has been shown to be a simple and convenient method for the detection of CAD, which was superior to ST depression on the standardized ECG.
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Affiliation(s)
- Michel Zuber
- Michel Zuber, Paul Erne, Division of Cardiology, Luzerner Kantonsspital, Lucerne, Kantonsspital, CH-6000 Luzern 16, Switzerland
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Lee E, Drew BJ, Selvester RH, Michaels AD. Sequence of electrocardiographic and acoustic cardiographic changes and angina during coronary occlusion and reperfusion in patients undergoing percutaneous coronary intervention. Ann Noninvasive Electrocardiol 2009; 14:137-46. [PMID: 19419398 DOI: 10.1111/j.1542-474x.2009.00288.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND Previous studies have suggested that ventricular function may be impaired without or prior to electrocardiographic changes or angina during ischemia. Understanding of temporal sequence of electrical and functional ischemic events may improve the detection of myocardial ischemia. METHODS A prospective study was performed in 21 subjects undergoing percutaneous coronary intervention (PCI) who had both ST amplitude changes >2 standard deviations above baseline on 12-lead electrocardiography (ECG), and new or increased third or fourth heart sound (S3 or S4) intensity measured by computerized acoustic cardiography. The sequence of the onset and resolution of these signs of ischemia were examined following coronary balloon inflation and deflation. RESULTS Electrocardiographic ST amplitude and diastolic heart sound changes occurred contemporaneously, shortly after coronary occlusion (mean onset from balloon inflation; ST changes, 21 +/- 17 seconds; S4, 25 +/- 26 seconds; S3, 45 +/- 43 seconds). In 40% of patients, a new or increased S3 or S4 developed earlier than ST changes. Anginal symptoms occurred in only 2 of the 21 subjects during ischemia with a mean onset time of 68 seconds. ST-segment changes resolved earliest (33 seconds after balloon deflation) while diastolic heart sounds (89 +/- 146 seconds) and angina (586 +/- 653 seconds) resolved later. CONCLUSION A new or intensified S3 and/or S4 occurred contemporaneously with electrocardiographic changes during ischemia. These diastolic heart sounds persisted longer than ST changes following coronary reperfusion. Acoustic cardiographic assessment of diastolic heart sounds may aid in the early detection of myocardial ischemia, particularly in those patients with an uninterpretable ECG.
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Affiliation(s)
- Eunyoung Lee
- Department of Physiological Nursing, University of California-San Francisco, 2 Koret Way, San Francisco, CA 94143-0610, USA.
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Frequency of diastolic third and fourth heart sounds with myocardial ischemia induced during percutaneous coronary intervention. J Electrocardiol 2008; 42:39-45. [PMID: 19012901 DOI: 10.1016/j.jelectrocard.2008.07.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2008] [Indexed: 11/21/2022]
Abstract
BACKGROUND Although the standard 12-lead electrocardiogram (ECG) is considered the gold standard to diagnose acute myocardial ischemia, nearly half of ECGs are nondiagnostic in patients who present with chest pain and have subsequent confirmation of infarction with positive serum biomarkers. METHODS A prospective study was performed to investigate the frequency and intensity of diastolic third and fourth heart sounds (S3 and S4), as measured by computerized acoustic cardiography, with myocardial ischemia induced by balloon occlusion during percutaneous coronary intervention. RESULTS In our 24 subjects, during percutaneous coronary intervention-induced ischemia, a new or increased intensity S3 or S4 developed in 67%. Ten (67%) of 15 patients without clinical ST criteria for ischemia also developed new or increased-intensity diastolic heart sounds. CONCLUSIONS The combined use of diastolic heart sounds, as a measurement of ventricular dysfunction, with the standard ECG may improve the noninvasive diagnosis of myocardial ischemia that is likely to develop into infarction.
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Abstract
The examination of a patient with angina pectoris begins with clinical assessment. Certain clinical findings that are present only during angina, such as mitral regurgitation due to ischemia-induced papillary muscle dysfunction, may clarify an otherwise uncertain diagnosis. Electrocardiography is a useful and relatively inexpensive test for detecting evidence of ischemia in patients with suspected angina. The presence of cardiomegaly on the chest roentgenogram has adverse prognostic implications. Exercise stress testing is important in the diagnosis of coronary artery disease and also provides prognostic information. Patients should be classified into high-, intermediate-, or low-risk subsets by noninvasive techniques. Although relatively easy and inexpensive, treadmill exercise stress testing cannot be performed in all patients, and sometimes it will yield equivocal results. In these cases, radionuclide testing (with thallium scintigraphy or radionuclide angiography) can be helpful and also can identify high-risk patients. Some patients will require coronary angiography.
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Naqvi SZ, Chisholm AW, Shane SJ. Left ventricular function in ischemic heart disease: assessment by noninvasive techniques. Am Heart J 1975; 90:312-6. [PMID: 1099887 DOI: 10.1016/0002-8703(75)90318-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
1. Thirty-two patients (29 men and 3 women), admitted to a coronary-care unit with either acute coronary insufficiency or acute myocardial infarction, had their systolic time intervals and the a/E ratio of the apexcardiogram studied on days 1,2, and 7 of their hospital stay. 2. Only the LVETc and PEP/LVET were found to undergo any statistically significant change. Although all figures were in the abnormal range, they had no discriminative value in individuals. None of the other commonly accepted noninvasive indices or left ventricular function, including the a/E ratio of the apexcardiogram, were found to be of assistance in the early distinction between acute coronary insufficiency and acute myocardial infarction.
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Hutchinson RG. The apexcardiogram in the diagnosis of caronary artery disease: a review. Angiology 1974; 25:381-5. [PMID: 4601703 DOI: 10.1177/000331977402500603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Bethell HJ, Nixon PG. Electrical and mechanical aspects of left atrial activity. BRITISH HEART JOURNAL 1974; 36:507-11. [PMID: 4835189 PMCID: PMC458850 DOI: 10.1136/hrt.36.5.507] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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Smith M, Russell RO, Moraski RE, Feild BJ, Rackley CE. Left ventricular A wave amplitude in patients after myocardial infarction. Am J Cardiol 1974; 33:370-7. [PMID: 4812558 DOI: 10.1016/0002-9149(74)90318-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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Cohn PF, Gorlin R, Adams DF, Chahine RA, Vokonas PS, Herman MV. Comparison of biplane and single plane left ventriculograms in patients with coronary artery disease. Am J Cardiol 1974; 33:1-6. [PMID: 4808552 DOI: 10.1016/0002-9149(74)90731-0] [Citation(s) in RCA: 132] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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Sangster JF, Oakley CM. Diastolic murmur of coronary artery stenosis. BRITISH HEART JOURNAL 1973; 35:840-4. [PMID: 4542336 PMCID: PMC458712 DOI: 10.1136/hrt.35.8.840] [Citation(s) in RCA: 40] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Griffith LS, Achuff SC, Conti CR, Humphries JO, Brawley RK, Gott VL, Ross RS. Changes in intrinsic coronary circulation and segmental ventricular motion after saphenous-vein coronary bypass graft surgery. N Engl J Med 1973; 288:589-95. [PMID: 4539978 DOI: 10.1056/nejm197303222881201] [Citation(s) in RCA: 124] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Cohn PF, Gorlin R, Vokonas PS, Williams RA, Herman MV. A quantitative clinical index for the diagnosis of symptomatic coronary-artery disease. N Engl J Med 1972; 286:901-7. [PMID: 5013973 DOI: 10.1056/nejm197204272861701] [Citation(s) in RCA: 39] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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