RESUMO
A 60-year-old man presented with breathlessness. Nearly four decades previously, he had required three operations for Staphylococcus aureus infective endocarditis of the tricuspid valve and had received a bioprosthetic valve. He had critical tricuspid bioprosthesis stenosis which was treated successfully by valve-in-valve transcatheter tricuspid valve replacement using a balloon-expandable transcatheter heart valve. One year after intervention, the patient is well with no tricuspid valve stenosis or regurgitation.
Assuntos
Bioprótese , Endocardite Bacteriana , Implante de Prótese de Valva Cardíaca , Próteses Valvulares Cardíacas , Estenose da Valva Tricúspide , Masculino , Humanos , Pessoa de Meia-Idade , Adulto , Bioprótese/efeitos adversos , Constrição Patológica , Valva Tricúspide/diagnóstico por imagem , Valva Tricúspide/cirurgia , Estenose da Valva Tricúspide/diagnóstico por imagem , Estenose da Valva Tricúspide/cirurgia , Próteses Valvulares Cardíacas/efeitos adversos , Endocardite Bacteriana/diagnóstico por imagem , Endocardite Bacteriana/cirurgia , Resultado do Tratamento , Desenho de Prótese , Falha de PróteseRESUMO
AIMS: The Global Registry of Acute Coronary Events (GRACE) score was developed to evaluate risk in patients with the acute coronary syndrome with or without ST-segment elevation. Little is known about its performance at predicting in-hospital mortality for ethnic minority patients. METHODS AND RESULTS: We identified 326 160 admissions with non-ST-segment elevation myocardial infarction (NSTEMI) in the Myocardial Infarction National Audit Project (MINAP), 2010-17, including White (n = 299 184) and ethnic minorities (excluding White minorities) (n = 26 976). We calculated the GRACE score for in-hospital mortality and assessed ethnic group baseline characteristics by low, intermediate and high risk. The performance of the GRACE risk score was estimated by discrimination [area under the receiver operating characteristic curve (AUC)] and calibration (calibration plots). Ethnic minorities presented younger and had increased prevalence of cardiometabolic risk factors in all GRACE risk groups. The GRACE risk score for White [AUC 0.87, 95% confidence interval (CI) 0.86-0.87] and ethnic minority (AUC 0.87, 95% CI 0.86-0.88) patients had good discrimination. However, whilst the GRACE risk model was well calibrated in White patients (expected to observed (E : O) in-hospital death rate ratio 0.99; slope 1.00), it overestimated risk in ethnic minority patients (E : O ratio 1.29; slope: 0.94). CONCLUSION: The GRACE risk score provided good discrimination overall for in-hospital mortality, but was not well calibrated and overestimated risk for ethnic minorities with NSTEMI.
Assuntos
Síndrome Coronariana Aguda , Infarto do Miocárdio , Infarto do Miocárdio sem Supradesnível do Segmento ST , Infarto do Miocárdio com Supradesnível do Segmento ST , Estudos de Coortes , Etnicidade , Mortalidade Hospitalar , Humanos , Grupos Minoritários , Infarto do Miocárdio/complicações , Sistema de Registros , Estudos Retrospectivos , Medição de Risco/métodos , Fatores de RiscoRESUMO
Tropheryma whipplei is a bacterium that causes a rare infection called Whipple's disease and can cause devastating effects if left untreated. It is important to recognize that patients with this infection may present with atypical symptoms and are often apyrexial with normal inflammatory markers. Moreover, routine blood cultures often do not isolate these bacteria in conventional growth media. Therefore, it requires a high level of clinical suspicion to make this diagnosis. Here, we present two cases of Tropheryma whipplei aortic valve endocarditis, with atypical presentation and similar unusual but striking echocardiographic images.
Assuntos
Endocardite Bacteriana , Endocardite , Doença de Whipple , Ecocardiografia , Endocardite Bacteriana/diagnóstico por imagem , Humanos , Tropheryma , Doença de Whipple/complicações , Doença de Whipple/diagnósticoRESUMO
BACKGROUND: Carotid intima-media thickness (IMT) and plaque are recognized markers of increased risk for cerebrovascular events. Accurate visualization of the IMT and plaques is dependent upon image quality. Ultrasound contrast agents improve image quality during echocardiography-this study assessed whether contrast-enhanced ultrasound (CEUS) improves carotid IMT visualization and plaque detection in an asymptomatic population. METHODS & RESULTS: Individuals free from known cardiovascular disease, enrolled in a community study, underwent B-mode and CEUS carotid imaging. Each carotid artery was divided into 10 segments (far and near walls of the proximal, mid and distal segments of the common carotid artery, the carotid bulb, and internal carotid artery). Visualization of the IMT complex and plaque assessments was made during both B-mode and CEUS imaging for all enrolled subjects, a total of 175 individuals (mean age 65±9 years). Visualization of the IMT was significantly improved during CEUS compared with B-mode imaging, in both near and far walls of the carotid arteries (% IMT visualization during B-mode vs CEUS imaging: 61% vs 94% and 66% vs 95% for right and left carotid arteries, respectively, P<.001 for both). Additionally, a greater number of plaques were detected during CEUS imaging compared with B-mode imaging (367 plaques vs 350 plaques, P=.02). CONCLUSION: Contrast-enhanced ultrasound improves visualization of the intima-media complex, in both near and far walls, of the common and internal carotid arteries and permits greater detection of carotid plaques. Further studies are required to determine whether there is incremental clinical and prognostic benefit related to superior plaque detection by CEUS.
Assuntos
Artérias Carótidas/diagnóstico por imagem , Espessura Intima-Media Carotídea , Estenose das Carótidas/diagnóstico por imagem , Meios de Contraste , Aumento da Imagem/métodos , Ultrassonografia/métodos , Feminino , Humanos , Interpretação de Imagem Assistida por Computador/métodos , Masculino , Pessoa de Meia-Idade , Variações Dependentes do Observador , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Interface Usuário-ComputadorRESUMO
Anterior mitral valve leaflet (AMVL) perforation is most commonly seen in the setting of infective endocarditis. We present a case of AMVL perforation in a previously healthy 62-year-old male who presented with a six-month history of worsening dyspnea and peripheral edema. Blood cultures, inflammatory markers, and autoimmune profile were negative. Transthoracic echocardiography demonstrated severe mitral regurgitation (MR) with a possible AMVL perforation, which was confirmed by three-dimensional transesophageal echocardiography as a well-circumscribed hole in the A2 segment. The patient made a successful recovery from mitral valve repair surgery.
Assuntos
Ecocardiografia Tridimensional/métodos , Ecocardiografia Transesofagiana/métodos , Doenças das Valvas Cardíacas/diagnóstico por imagem , Valva Mitral/diagnóstico por imagem , Valva Mitral/patologia , Ecocardiografia Doppler em Cores/métodos , Doenças das Valvas Cardíacas/patologia , Doenças das Valvas Cardíacas/cirurgia , Humanos , Masculino , Pessoa de Meia-Idade , Valva Mitral/cirurgia , Ruptura Espontânea/diagnóstico por imagem , Ruptura Espontânea/patologia , Ruptura Espontânea/cirurgiaRESUMO
A 79-year-old man presented with increasing breathlessness and his echocardiogram revealed severe left ventricular systolic dysfunction and low-flow low-gradient aortic stenosis. Low-dose dobutamine stress echocardiography revealed the absence of contractile reserve (increase of stroke volume by ≥20% did not occur). The test would have therefore been inconclusive. However, the attainment of normal flow (FR≥200 mL/s) during dobutamine stress enabled the diagnosis of true severe aortic stenosis.
Assuntos
Estenose da Valva Aórtica/diagnóstico por imagem , Ecocardiografia sob Estresse/métodos , Reserva Fracionada de Fluxo Miocárdico , Aumento da Imagem/métodos , Índice de Gravidade de Doença , Idoso , Humanos , MasculinoRESUMO
Transesophageal echocardiography (TEE) is a powerful imaging tool for the comprehensive assessment of valvular structure and function. TEE may be of added benefit when anatomy is difficult to delineate accurately by transthoracic echocardiography. In this article, we present 2-, 3-dimensional, and color Doppler TEE images from a male patient with aortic stenosis. A highly unusual and complex pattern of valvular calcification created a functionally "double-orifice" valve. Such an abnormality may have implications for the accuracy of continuous-wave Doppler echocardiography, which assumes a single orifice valve in native aortic valves.
Assuntos
Estenose da Valva Aórtica/diagnóstico por imagem , Valva Aórtica/anormalidades , Valva Aórtica/diagnóstico por imagem , Ecocardiografia Doppler em Cores/métodos , Ecocardiografia Tridimensional/métodos , Ecocardiografia Transesofagiana/métodos , Idoso , Estenose da Valva Aórtica/etiologia , Diagnóstico Diferencial , Humanos , Masculino , Imagem Multimodal/métodosRESUMO
Cardioembolism is an important cause of ischemic stroke, with several studies showing worse outcome than following other stroke subtypes. Paradoxical embolism is a rare cause of cardioembolic stroke. We report a case of a patient with presumed paradoxical cardioembolic stroke secondary to thrombus formation on the eustachian valve remnant in the right atrium. The patient was anticoagulated with resolution of the mass upon follow-up assessment. The diagnostic, investigative and management strategies are discussed for patients with suspected paradoxical embolism causing stroke. Physicians are reminded of the utility of echocardiography for identifying potential cardioembolic etiologies, including both transthoracic and transesophageal echocardiography.
Assuntos
Ecocardiografia/métodos , Embolia Paradoxal/complicações , Valvas Cardíacas/diagnóstico por imagem , Acidente Vascular Cerebral/etiologia , Trombose/complicações , Anticoagulantes/uso terapêutico , Eletrocardiografia , Embolia Paradoxal/diagnóstico por imagem , Embolia Paradoxal/tratamento farmacológico , Feminino , Forame Oval Patente/diagnóstico por imagem , Humanos , Pessoa de Meia-Idade , Acidente Vascular Cerebral/diagnóstico por imagem , Acidente Vascular Cerebral/tratamento farmacológico , Trombose/diagnóstico por imagem , Trombose/tratamento farmacológico , Varfarina/uso terapêuticoRESUMO
BACKGROUND: We prospectively explored prevalence of carotid disease (CD), its independent association with coronary artery disease (CAD) and outcome as well as potential impact on management, in patients undergoing stress echocardiography (SE) for new onset chest pain without known CAD. METHODS: Accordingly, 591 consecutive patients referred for SE underwent carotid ultrasound. Carotid disease was defined as carotid intima-media thickness (C-IMT) >75th percentile for age and sex and/or presence of plaque. RESULTS: Myocardial ischemia was demonstrated in only a minority (11%), but there was a high prevalence of CD (70%). Incidence of CD was similar in patients with and without ischemia (76% versus 69%, P = .26). Carotid data led to reclassification of Framingham risk score categories in 65% of patients as well as more than a third of negative SE patients potentially benefitting from primary prevention therapy. Of the 83 patients undergoing coronary arteriography, 59 (71%) demonstrated coronary atherosclerosis (any atheroma) and 33 (40%) CAD. Positive predictive value of SE for CAD was 56%, but presence of carotid plaque improved it to 70%. Although both CD and plaque showed association with CAD and revascularization, after adjustment for conventional risk factors, only carotid plaque maintained significant association (P = .024 and P = .023, respectively). CONCLUSIONS: There is significantly higher prevalence of CD compared with myocardial ischemia in patients undergoing SE and carotid ultrasound for suspected CAD. This can lead to significant Framingham risk score reclassification with important primary prevention implications. Carotid plaque is superior to clinical assessment for the prediction of CAD and improves positive predictive value of SE for CAD in these patients.
Assuntos
Doenças das Artérias Carótidas/diagnóstico por imagem , Doenças das Artérias Carótidas/epidemiologia , Dor no Peito/diagnóstico por imagem , Doença da Artéria Coronariana/diagnóstico por imagem , Doença da Artéria Coronariana/epidemiologia , Ecocardiografia sob Estresse , Adulto , Idoso , Idoso de 80 Anos ou mais , Comorbidade , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Isquemia Miocárdica , Placa Aterosclerótica/epidemiologia , Prevalência , Estudos Prospectivos , Medição de Risco , Fatores de RiscoRESUMO
BACKGROUND: Work-related musculoskeletal pain (WRMSP) is increasingly recognised in cardiac ultrasound practice. WRMSP can impact workforce health, productivity and sustainability. We sought to investigate the prevalence, characteristics and clinical impact of WRMSP. METHODS: Prospective electronic survey of 157 echocardiographers in 10 institutions. Data acquired on demographics, experience, working environment/pattern, WRMSP location, severity and pattern, the impact on professional, personal life and career. RESULTS: 129/157 (82%) echocardiographers completed the survey, of whom 109 (85%) reported WRMSP and 55 (43%) reported work taking longer due to WRMSP. 40/129 (31%) required time off work. 78/109 (60%) reported sleep disturbance with 26/78 (33%) of moderate or severe severity. 56/129 (45%) required medical evaluation of their WRMSP and 25/129 (19%) received a formal diagnosis of musculoskeletal injury. Those with 11+ years of experience were significantly more likely to receive a formal diagnosis of WRMSP (p = 0.002) and require medication (p = 0.006) compared to those with 10 years or less experience. CONCLUSION: WRMSP is very common amongst echocardiographers, with a fifth having a related musculoskeletal injury. WRMSP has considerable on impact on personal, social and work-related activities. Strategies to reduce the burden of WRMSP are urgently required to ensure sustainability of the workforce and patient access to imaging.
RESUMO
Infective endocarditis can be acute or subacute, depending on the virulence of the causative organism. It can also cause loss of vision by a variety of mechanisms, ranging from embolic retinal artery occlusion to endogenous endophthalmitis. We illustrate the first report of foveal cyst formation secondary to infective endocarditis. A 53-year-old man presented to his general practitioner with a variety of constitutional symptoms, but initial laboratory and imaging investigations revealed only mild normocytic anaemia, and he was discharged from further medical care. Four weeks later he developed bilateral visual loss associated with whitish lesions of the superficial retina at both foveae. These later developed into foveal cysts with disruption of the photoreceptor inner segment-outer segment junction and persistent poor visual acuity of 6/60 OU. No retinal haemorrhages or Roth spots were noted. Only after he presented with visual loss did further investigations reveal the underlying diagnosis of streptococcal endocarditis. Ophthalmologists assessing retinal pathology which presents in association with undiagnosed constitutional symptoms are advised to refer such patients promptly for thorough medical investigation, including blood culture and echocardiography where appropriate.
Assuntos
Cistos/etiologia , Endocardite Bacteriana/complicações , Infecções Oculares Bacterianas/complicações , Fóvea Central , Infecções Estreptocócicas/complicações , Streptococcus constellatus/isolamento & purificação , Endocardite Bacteriana/microbiologia , Humanos , Masculino , Pessoa de Meia-IdadeRESUMO
OBJECTIVE: To assess gender, ethnicity, and deprivation-based differences in provision of aortic valve replacement (AVR) in England for adults with aortic stenosis (AS). METHODS: We retrospectively identified adults with AS from the English Hospital Episode Statistics (HES) between April 2016 and March 2019 and those who subsequently had an AVR. We separately used HES-linked Clinical Practice Research Datalink (CPRD) to identify people with AVR and evaluate the timeliness of their procedure (CPRD-AVR cohort). ORs for AVR in people with an AS diagnosis were estimated using multivariable logistic regression adjusted for age, region and comorbidity. AVR was considered timely if performed electively and without evidence of cardiac decompensation before AVR. RESULTS: 183 591 adults with AS were identified in HES; of these, 31 436 underwent AVR. The CPRD-AVR cohort comprised 10 069 adults. Women had lower odds of receiving AVR compared with men (OR 0.65; 95% CI 0.63 to 0.66); as did people of black (OR 0.70; 95% CI 0.60 to 0.82) or South Asian (OR 0.75; 95% CI 0.69 to 0.82) compared with people of white ethnicities. People in the most deprived areas were less likely to receive AVR than the least deprived areas (OR 0.8; 95% CI 0.75 to 0.86). Timely AVR occurred in 65% of those of white ethnicities compared with 55% of both those of black and South Asian ethnicities. 77% of the least deprived had a timely procedure compared with 58% of the most deprived; there was no gender difference. CONCLUSIONS: In this large, national dataset, female gender, black or South Asian ethnicities and high deprivation were associated with significantly reduced odds of receiving AVR in England. A lower proportion of people of minority ethnicities or high deprivation had a timely procedure. Public health initiatives may be required to increase clinician and public awareness of unconscious biases towards minority and vulnerable populations to ensure timely AVR for everyone.
Assuntos
Estenose da Valva Aórtica , Implante de Prótese de Valva Cardíaca , Substituição da Valva Aórtica Transcateter , Masculino , Humanos , Feminino , Substituição da Valva Aórtica Transcateter/efeitos adversos , Estudos Retrospectivos , Implante de Prótese de Valva Cardíaca/métodos , Etnicidade , Fatores de Risco , Estenose da Valva Aórtica/diagnóstico , Estenose da Valva Aórtica/cirurgia , Privação SocialRESUMO
AIMS: Little is known about the association between the type of admission ward and quality of care and outcomes for non-ST-segment elevation myocardial infarction (NSTEMI). METHODS AND RESULTS: We analysed data from 337 155 NSTEMI admissions between 2010 and 2017 in the UK Myocardial Ischaemia National Audit Project (MINAP) database. The cohort was dichotomised according to receipt of care either on a medical (n = 142,876) or cardiac ward, inclusive of acute cardiac wards and cardiac care unit (n = 194,279) on admission to hospital. Patients admitted to a cardiac ward were younger (median age 70 y vs. 75 y, P < 0.001), and less likely to be female (33% vs. 40%, P < 0.001). Independent factors associated with admission to a cardiac ward included ischaemic ECG changes (OR: 1.20, 95% CI: 1.18-1.23) and prior percutaneous coronary intervention (PCI) (OR: 1.19, 95% CI: 1.16-1.22). Patients admitted to a cardiac ward were more likely to receive optimal pharmacotherapy with statin (85% vs. 81%, P < 0.001) and dual antiplatelet therapy (DAPT) (91% vs. 88%, P < 0.001) on discharge, undergo invasive coronary angiography (78% vs. 59%, P < 0.001), and receive revascularisation in the form of PCI (52% vs. 36%, P < 0.001). Following multivariable logistic regression, the odds of inhospital all-cause mortality (OR: 0.75, 95% CI: 0.70-0.81) and major adverse cardiovascular events (MACE) (OR: 0.84, 95% CI: 0.78-0.91) were lower in patients admitted to a cardiac ward. CONCLUSION: Patients with NSTEMI admitted to a cardiac ward on admission were more likely to receive guideline directed management and had better clinical outcomes.
Assuntos
Infarto do Miocárdio sem Supradesnível do Segmento ST , Intervenção Coronária Percutânea , Infarto do Miocárdio com Supradesnível do Segmento ST , Idoso , Feminino , Hospitais , Humanos , Masculino , Infarto do Miocárdio sem Supradesnível do Segmento ST/diagnóstico , Infarto do Miocárdio sem Supradesnível do Segmento ST/epidemiologia , Infarto do Miocárdio sem Supradesnível do Segmento ST/terapia , Intervenção Coronária Percutânea/efeitos adversos , Sistema de Registros , Infarto do Miocárdio com Supradesnível do Segmento ST/epidemiologia , Infarto do Miocárdio com Supradesnível do Segmento ST/etiologia , Infarto do Miocárdio com Supradesnível do Segmento ST/terapiaRESUMO
OBJECTIVES: We aimed to assess the frequency and nature of financial conflicts of interest among both the guideline committee authors and the authors of research studies used to support the European Society of Cardiology (ESC) guidelines. DESIGN: We evaluated the competing interests of the doctors that write five of the key ESC clinical practice guidelines (CPG): valvular heart disease (VHD), atrial fibrillation (AF), pericardial diseases (PD), heart failure (HF) and myocardial revascularisation (IHD). In addition, we examined the funding sources of studies cited in the recommendations that were related to pharmaceutical agents. If a study was sponsored by industry, the disclosures of all authors were reviewed to assess whether there was a financial conflict of interest with the study funder. RESULTS: In total, there were 603 recommendations (PD 112, VHD 111, HF 169, IHD 97 and AF 114) across the five guidelines, of which, 271 (45% (PD 26, VHD 23, HF 72, IHD 84 and AF 66)) related to pharmaceutical agents. At least 80% of guideline committee authors, except for the PD guidelines, had a relevant financial conflict of interest, with the most frequent being a direct personal payment (68-82%). Industry support for studies varied across the guidelines from 5% (PD) to 65% (IHD). If a study was funded by industry, authors were frequently (55-90%) conflicted with the industry sponsor. CONCLUSIONS: The majority of the doctors that write clinical guidelines have a relevant financial conflict of interest. In addition, industry sponsorship of studies is frequent, and authors are often conflicted with the study funder. We propose that physicians that write clinical guidelines should be free of such financial conflicts of interest to maintain scientific integrity and independence in the clinical guidelines.
Assuntos
Conflito de Interesses , Médicos , Revelação , Indústria Farmacêutica , Apoio Financeiro , Humanos , PesquisadoresRESUMO
BACKGROUND: A cluster of aortic bioprosthetic valve failures, most of which were Trifecta bioprostheses, was observed in Southampton General Hospital, Southampton, United Kingdom. This study was performed to assess whether the cluster represents a significant failure of this valve model or whether there is a selection bias that can explain the failure of these valves. METHODS: This retrospective study evaluated all bioprosthetic aortic valve replacement operations performed between 2011 and 2016 inclusive in our center. The study compared the performance of the Trifecta valve (Abbott, Abbott Park, IL) with that of Perimount (Edwards Lifesciences, Irvine, CA), Perimount Magna Ease, and Mitroflow (LivaNova, London, United Kingdom) bioprostheses. In addition, the study analyzed patient-related and valve-related risk factors for early failure in the failed valves. RESULTS: A total of 2807 bioprosthetic aortic valve replacements were performed. Of these, 836 were Trifecta valves, 1031 were Perimount, 449 were Perimount Magna Ease, and 351 were Mitroflow valves. A total of 24 Trifecta valves had premature structural failure, a number significantly higher than seen with Perimount or Perimount Magna Ease (no failure, P < .001 and P < .005, respectively) valves and the Mitroflow valve (1 failure, P < .05). There was no difference in the incidence of endocarditis or death. At the time of valve failure, 17 (71%) of the failed Trifecta valves had moderate or severe regurgitation, and the average peak gradient was 61 ± 29 mm Hg. The median failed prosthetic size was 23 mm. One failed valve had severe patient-prosthesis mismatch. The mean time to failure was 4.5 ± 1.7 years. CONCLUSIONS: The Trifecta bioprosthesis has an increased incidence of early structural valve failure, which is significantly higher than that of Perimount, Perimount Magna Ease, or Mitroflow. No patient-related or valve-related cause for the failure could be identified.
Assuntos
Valvopatia Aórtica/cirurgia , Bioprótese , Próteses Valvulares Cardíacas , Falha de Prótese , Idoso , Feminino , Seguimentos , Humanos , Masculino , Desenho de Prótese , Estudos Retrospectivos , Fatores de TempoRESUMO
The guideline provides a practical step-by-step guide in order to facilitate high-quality echocardiographic studies of patients with aortic stenosis. In addition, it addresses commonly encountered yet challenging clinical scenarios and covers the use of advanced echocardiographic techniques, including TOE and Dobutamine stress echocardiography in the assessment of aortic stenosis.
Assuntos
Angina Pectoris/diagnóstico , Ecocardiografia/métodos , Teste de Esforço , Proteínas de Ligação a Ácido Graxo/sangue , Miocárdio/metabolismo , Peptídeo Natriurético Encefálico/sangue , Fragmentos de Peptídeos/sangue , Troponina/sangue , Função Ventricular Esquerda , Angina Pectoris/sangue , Angina Pectoris/fisiopatologia , Humanos , Limite de Detecção , Sensibilidade e EspecificidadeAssuntos
Antagonistas Adrenérgicos beta/administração & dosagem , Eletrocardiografia , Estresse Psicológico/complicações , Cardiomiopatia de Takotsubo/diagnóstico , Síndrome Coronariana Aguda/diagnóstico , Diagnóstico Diferencial , Feminino , Humanos , Pessoa de Meia-Idade , Cardiomiopatia de Takotsubo/fisiopatologia , Resultado do TratamentoRESUMO
BACKGROUND: Atrial Fibrillation is the most common arrhythmia worldwide with a global age adjusted prevalence of 0.5% in 2010. Anticoagulation treatment using warfarin or direct oral anticoagulants is effective in reducing the risk of AF-related stroke by approximately two-thirds and can provide a 10% reduction in overall mortality. There has been increased interest in detecting AF due to its increased incidence and the possibility to prevent AF-related strokes. Inexpensive consumer devices which measure the ECG may have the potential to accurately detect AF but do not generally incorporate diagnostic algorithms. Machine learning algorithms have the potential to improve patient outcomes particularly where diagnoses are made from large volumes or complex patterns of data such as in AF. METHODS: We designed a novel AF detection algorithm using a de-correlated Lorenz plot of 60 consecutive RR intervals. In order to reduce the volume of data, the resulting images were compressed using a wavelet transformation (JPEG200 algorithm) and the compressed images were used as input data to a Support Vector Machine (SVM) classifier. We used the Massachusetts Institute of Technology (MIT)-Beth Israel Hospital (BIH) Atrial Fibrillation database and the MIT-BIH Arrhythmia database as training data and verified the algorithm performance using RR intervals collected using an inexpensive consumer heart rate monitor device (Polar-H7) in a case-control study. RESULTS: The SVM algorithm yielded excellent discrimination in the training data with a sensitivity of 99.2% and a specificity of 99.5% for AF. In the validation data, the SVM algorithm correctly identified AF in 79/79 cases; sensitivity 100% (95% CI 95.4%-100%) and non-AF in 328/336 cases; specificity 97.6% (95% CI 95.4%-99.0%). CONCLUSIONS: An inexpensive wearable heart rate monitor and machine learning algorithm can be used to detect AF with very high accuracy and has the capability to transmit ECG data which could be used to confirm AF. It could potentially be used for intermittent screening or continuously for prolonged periods to detect paroxysmal AF. Further work could lead to cost-effective and accurate estimation of AF burden and improved risk stratification in AF.