Imperial College London

ProfessorJamilMayet

Faculty of MedicineNational Heart & Lung Institute

Professor of Cardiology
 
 
 
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Contact

 

+44 (0)20 7594 1006j.mayet

 
 
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Assistant

 

Miss Juliet Holmes +44 (0)20 7594 5735

 
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Location

 

NHLI offices,Building E - Sir Michael UrenWhite City Campus

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Summary

 

Publications

Publication Type
Year
to

484 results found

Kelshiker M, Seligman H, Howard JAMES, Rahman H, Foley M, Nowbar A, Rajkumar C, Shun-Shin M, Ahmad Y, Sen S, Al-Lamee R, Cole G, Hoole S, Morris P, Rigo F, Mayet J, Francis D, Petraco Ret al., 2021, Coronary flow reserve and cardiovascular outcomes: a systematic review and meta-analysis, European Heart Journal, ISSN: 0195-668X

Aims: This meta-analysis aims to quantify the association of reduced coronary flow with all3 cause mortality and major adverse cardiovascular events (MACE) across a broad range of patient groups and pathologies. Methods and Results: We systematically identified all studies between 1st January 2000 and1st August 2020, where coronary flow was measured and clinical outcomes were reported. The endpoints were all-cause mortality and MACE. Estimates of effect were calculated from published hazard ratios using a random-effects model. 79 studies, including 59,740 subjects were included. Abnormal coronary flow reserve (CFR) was associated with a higher incidence of all-cause mortality (HR 3.78, 95% CI 2.39-5.97) and a higher incidence of MACE (HR 3.42, 95% CI 2.92-3.99). Each 0.1-unit reduction in CFR was associated with a proportional increase in mortality (per 0.1 CFR unit HR 1.16, 95% CI 1.04-1.29) and MACE (per 0.1 CFR unit HR 1.08, 95% CI 1.04-1.11)). In patients with isolated coronary microvascular dysfunction, an abnormal CFR was associated with a higher incidence of mortality (HR 5.44, 95% CI 3.78-7.83) and MACE (HR 3.56, 95% CI 2.14-5.90). Abnormal CFR was also associated with a higher incidence of MACE in patients with acute coronary syndromes (HR 3.76, 95% CI 2.35-6.00), heart failure (HR 6.38, 95% CI 1.95-20.90), heart transplant (HR 3.32, 95% CI 2.34-4.71) and diabetes mellitus (HR 7.47, 95% CI 3.37-16.55). Conclusions: Reduced coronary flow is strongly associated with increased risk of all-cause mortality and MACE across a wide range of pathological processes. This finding supports recent recommendations that coronary flow should be measured more routinely in clinical practice to target aggressive vascular risk modification for individuals at higher risk

Journal article

Al Saikhan L, Alobaida M, Bhuva A, Chaturvedi N, Heasman J, Hughes AD, Jones S, Eastwood S, Manisty C, March K, Ghosh AK, Mayet J, Oguntade A, Tillin T, Williams S, Wright A, Park Cet al., 2021, & nbsp;Imaging Protocol, Feasibility, and Reproducibility of Cardiovascular Phenotyping in a Large Tri-Ethnic Population-Based Study of Older People: The Southall and Brent Revisited (SABRE) Study (vol 7,& nbsp;591946, 2020), FRONTIERS IN CARDIOVASCULAR MEDICINE, Vol: 8, ISSN: 2297-055X

Journal article

Cook CM, Howard JP, Ahmad Y, Shun-Shin MJ, Sethi A, Clesham GJ, Tang KH, Nijjer SS, Kelly PA, Davies JR, Malik IS, Kaprielian R, Mikhail G, Petraco R, Warisawa T, Al-Janabi F, Karamasis G, Mohdnazri S, Gamma R, Stathogiannis KE, de Waard GA, Al-Lamee R, Keeble TR, Mayet J, Sen S, Francis DP, Davies JEet al., 2021, Comparing invasive hemodynamic responses in adenosine hyperemia versus physical exercise stress in chronic coronary syndromes, INTERNATIONAL JOURNAL OF CARDIOLOGY, Vol: 342, Pages: 7-14, ISSN: 0167-5273

Journal article

Ratneswaren A, Hadjiloizou N, Ahmad Y, Sen S, Maliq I, Parker K, Francis D, Hughes AD, Davies JE, Mayet Jet al., 2021, Coronary haemodynamics associated with left ventricular hypertrophy in aortic stenosis and hypertension, Publisher: OXFORD UNIV PRESS, Pages: 1728-1728, ISSN: 0195-668X

Conference paper

Al Saikhan L, Park C, Tillin T, Williams S, Jones S, Manisty C, Mayet J, Chaturvedi N, Hughes Aet al., 2021, Myocardial strain by 3D-speckle tracking echocardiography predicts long-term risk of cardiovascular morbidity and mortality in the general population: the Southall And Brent Revisited (SABRE) study, Publisher: OXFORD UNIV PRESS, Pages: 67-67, ISSN: 0195-668X

Conference paper

Ratneswaren A, Shah ASV, Thom SA, Sharp ASP, Francis DF, Stanton AV, Poulter NR, Sever PS, Hughes AD, Mayet Jet al., 2021, Tissue Doppler E prime velocity and E/E prime predict 19-year cardiovascular mortality in hypertension, Publisher: OXFORD UNIV PRESS, Pages: 2336-2336, ISSN: 0195-668X

Conference paper

Seligman H, Zaman S, Pitcher DS, Shun-Shin MJ, Lloyd FH, Androshchuk V, Sen S, Al-Lamee R, Miller DM, Barnett HW, Haji GS, Howard LS, Nijjer S, Mayet J, Francis DP, Ces O, Linton NWF, Peters NS, Petraco Ret al., 2021, Correction: Reusable snorkel masks adapted as particulate respirators, PLOS ONE, Vol: 16, ISSN: 1932-6203

Journal article

Ratneswaren A, Shah ASV, Thom SAM, Sharp ASP, Francis DP, Stanton AV, Poulter NR, Sever PS, Hughes AD, Mayet Jet al., 2021, Tissue Doppler E' velocity and E/E' predict 19-year cardiovascular mortality in hypertension, Publisher: SPRINGERNATURE, Pages: 10-10, ISSN: 0950-9240

Conference paper

Seligman H, Nijjer S, van de Hoef TP, de Waard GA, Mejía-Rentería H, Echavarría-Pinto M, Shun-Shin MJ, Howard JP, Cook CM, Warisawa T, Ahmad Y, Androshchuk V, Rajkumar CA, Nowbar A, Kelshiker MA, van Lavieren MA, Meuwissen M, Danad I, Knaapen P, Sen S, Al-Lamee R, Mayet J, Escaned J, Piek JJ, van Royen N, Davies J, Francis D, Petraco Ret al., 2021, Phasic Flow Patterns of Right versus Left Coronary Arteries in Patients Undergoing Clinical Physiological Assessment., EuroIntervention

BACKGROUND: Coronary blood flow in humans is known to be predominantly diastolic. Small studies in animals and humans suggest this is less pronounced or even reversed in the right coronary artery. AIMS: This study aims to characterise the phasic patterns of coronary flow in the left versus right coronary arteries of patients undergoing invasive physiological assessment. METHODS: We analysed data from the Iberian-Dutch-English Collaborators (IDEAL) Study. 482 simultaneous pressure and flow measurements from 301 patients were included in our analysis. RESULTS: On average, coronary flow was higher in diastole both at rest and during hyperaemia both in the RCA and LCA (mean diastolic-to-systolic velocity ratio was, respectively, 1.85±0.70, 1.76±0.58, 1.53±0.34 and 1.58±0.43 for LCArest , LCAhyp , RCArest and RCAhyp , p<0.001 for between vessel comparisons). Although the type of RCA dominance affected the DSVR magnitude (RCAdom = 1.55 ± 0.35, RCAco-dom =1.40 ± 0.27, RCAnon-dom = 1.35, (SD not reported as n=3), systolic flow was very rarely predominant (DSVR was greater than or equal to 1.00 in 472/482 cases (97.9%) overall), with equal prevalence in the LCA. Stenosis severity or microvascular dysfunction had negligible impact on DSVR in both RCA and LCA (DSVR x hyperaemic stenosis resistance R 2 = 0.018, p=0.03 and DSVR x coronary flow reserve R 2 <0.001, p=0.98). CONCLUSIONS: In patients with CAD undergoing physiological assessment, diastolic flow predominance is seen in both left and right coronary arteries. Clinical interpretation of coronary physiological data should therefore not differ between the left and the right coronary systems.

Journal article

Levy S, Cole G, Pabari P, Dani M, Barton C, Mayet J, McDonagh T, Baxter J, Plymen Cet al., 2021, New horizons in cardiogeriatrics: geriatricians and heart failure care-the custard in the tart, not the icing on the cake, AGE AND AGEING, Vol: 50, Pages: 1064-1068, ISSN: 0002-0729

Journal article

Ramakrishnan A, Hadjiloizou N, Ahmad Y, Sen S, Malik I, Parker K, Francis D, Hughes A, Davies J, Mayet Jet al., 2021, DIFFERENTIAL EFFECTS OF LEFT VENTRICULAR HYPERTROPHY ON CORONARY HAEMODYNAMICS IN AORTIC STENOSIS AND HYPERTENSION, Publisher: BMJ PUBLISHING GROUP, Pages: A1-A2, ISSN: 1355-6037

Conference paper

Ramakrishnan A, Reavette R, Rowland E, Mayet J, Weinberg Pet al., 2021, A NOVEL ULTRASOUND BASED METHOD FOR SCREENING FOR HEART FAILURE, Publisher: BMJ PUBLISHING GROUP, Pages: A106-A106, ISSN: 1355-6037

Conference paper

Ramakrishnan A, Shah A, Thom S, Sharp A, Francis D, Stanton A, Poulter N, Sever P, Hughes A, Mayet Jet al., 2021, TISSUE DOPPLER E' VELOCITY AND E/E' PREDICT 19-YEAR CARDIOVASCULAR MORTALITY IN HYPERTENSION, Publisher: BMJ PUBLISHING GROUP, Pages: A140-A142, ISSN: 1355-6037

Conference paper

Kotecha T, Knight DS, Razvi Y, Kumar K, Vimalesvaran K, Thornton G, Patel R, Chacko L, Brown JT, Coyle C, Leith D, Shetye A, Ariff B, Bell R, Captur G, Coleman M, Goldring J, Gopalan D, Heightman M, Hillman T, Howard L, Jacobs M, Jeetley PS, Kanagaratnam P, Kon OM, Lamb LE, Manisty CH, Mathurdas P, Mayet J, Negus R, Patel N, Pierce I, Russell G, Wolff A, Xue H, Kellman P, Moon JC, Treibel TA, Cole GD, Fontana Met al., 2021, Patterns ofmyocardial injury in recovered troponin-positive COVID-19 patients assessed by cardiovascular magnetic resonance, EUROPEAN HEART JOURNAL, Vol: 42, Pages: 1866-1878, ISSN: 0195-668X

Journal article

Seligman H, Zaman S, Pitcher DS, Shun-Shin MJ, Hepworth Lloyd F, Androschuk V, Sen S, Al-Lamee R, Miller DM, Barnett HW, Haji GS, Howard LS, Nijjer S, Mayet J, Francis DP, Ces O, Linton NWF, Peters NS, Petraco Ret al., 2021, Reusable snorkel masks adapted as particulate respirators, PLoS One, Vol: 16, Pages: 1-11, ISSN: 1932-6203

ntroductionDuring viral pandemics, filtering facepiece (FFP) masks together with eye protection form the essential components of personal protective equipment (PPE) for healthcare workers. There remain concerns regarding insufficient global supply and imperfect protection offered by currently available PPE strategies. A range of full-face snorkel masks were adapted to accept high grade medical respiratory filters using bespoke-designed 3D-printed connectors. We compared the protection offered by the snorkel to that of standard PPE using a placebo-controlled respirator filtering test as well as a fluorescent droplet deposition experiment. Out of the 56 subjects tested, 42 (75%) passed filtering testing with the snorkel mask compared to 31 (55%) with a FFP3 respirator mask (p = 0.003). Amongst the 43 subjects who were not excluded following a placebo control, 85% passed filtering testing with the snorkel versus to 68% with a FFP3 mask (p = 0.008). Following front and lateral spray of fluorescence liquid particles, the snorkel mask also provided superior protection against droplet deposition within the subject’s face, when compared to a standard PPE combination of FFP3 masks and eye protection (3.19x108 versus 6.81x108 fluorescence units, p<0.001). The 3D printable adaptors are available for free download online at https://www.ImperialHackspace.com/COVID-19-Snorkel-Respirator-Project/.ConclusionFull-face snorkel masks adapted as particulate respirators performed better than a standard PPE combination of FFP3 mask and eye protection against aerosol inhalation and droplet deposition. This adaptation is therefore a promising PPE solution for healthcare workers during highly contagious viral outbreaks.

Journal article

Sweeney M, Cole GD, Pabari P, Hadjiphilippou S, Tayal U, Mayet J, Chapman N, Plymen CMet al., 2021, Urinary drug metabolite testing in chronic heart failure patients indicates high levels of adherence with life-prolonging therapies, ESC HEART FAILURE, Vol: 8, Pages: 2334-2337, ISSN: 2055-5822

Journal article

Thompson D, Al-Lamee R, Foley M, Dehbi HM, Thom S, Davies JE, Francis DP, Patel P, Gupta P, ORBITA Investigatorset al., 2021, Achieving optimal adherence to medical therapy by telehealth: Findings from the ORBITA medication adherence sub-study, Pharmacology Research and Perspectives, Vol: 9, Pages: e00710-e00710, ISSN: 2052-1707

INTRODUCTION: The ORBITA trial of percutaneous coronary intervention (PCI) versus a placebo procedure for patients with stable angina was conducted across six sites in the United Kingdom via home monitoring and telephone consultations. Patients underwent detailed assessment of medication adherence which allowed us to measure the efficacy of the implementation of the optimization protocol and interpretation of the main trial endpoints. METHODS: Prescribing data were collected throughout the trial. Self-reported adherence was assessed, and urine samples collected at pre-randomization and at follow-up for direct assessment of adherence using high-performance liquid chromatography with tandem mass spectrometry (HPLC MS/MS). RESULTS: Self-reported adherence was >96% for all drugs in both treatment groups at both stages. The percentage of samples in which drug was detected at pre-randomization and at follow-up in the PCI versus placebo groups respectively was: clopidogrel, 96% versus 90% and 98% versus 94%; atorvastatin, 95% versus 92% and 92% versus 91%; perindopril, 95% versus 97% and 85% versus 100%; bisoprolol, 98% versus 99% and 96% versus 97%; amlodipine, 99% versus 99% and 94% versus 96%; nicorandil, 98% versus 96% and 94% versus 92%; ivabradine, 100% versus 100% and 100% versus 100%; and ranolazine, 100% versus 100% and 100% versus 100%. CONCLUSIONS: Adherence levels were high throughout the study when quantified by self-reporting methods and similarly high proportions of drug were detected by urinary assay. The results indicate successful implementation of the optimization protocol delivered by telephone, an approach that could serve as a model for treatment of chronic conditions, particularly as consultations are increasingly conducted online.

Journal article

Kaura A, Sterne JAC, Trickey A, Mayet Jet al., 2021, Managing NSTEMI in older patients reply, LANCET, Vol: 397, Pages: 371-372, ISSN: 0140-6736

Journal article

Naderi H, Robinson S, Swaans MJ, Bual N, Cheung W-S, Reid L, Shun-Shin M, Asaria P, Pabari P, Cole G, Kanaganayagam GS, Sutaria N, Bellamy M, Fox K, Nihoyannopoulos P, Petraco R, Al-Lamee R, Nijjer SS, Sen S, Ruparelia N, Baker C, Mikhail G, Malik I, Khamis R, Varnava A, Francis D, Mayet J, Rana Bet al., 2021, Adapting the role of handheld echocardiography during the COVID-19 pandemic: A practical guide, PERFUSION-UK, Vol: 36, Pages: 547-558, ISSN: 0267-6591

Journal article

Barakat MF, Chehab O, Kaura A, Sunderland N, Hayat S, Dhillon PS, Gall N, Monaghan MJ, Amin-Youssef G, Mayet J, Shah AM, Scott PA, Okonko DOet al., 2020, Systolic Velocity Is Associated with Lethal Arrhythmias in Cardiac Device Recipients Irrespective of Left Ventricular Ejection Fraction, JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY, Vol: 33, Pages: 1509-1516, ISSN: 0894-7317

Journal article

Seligman H, Sen S, Nijjer S, Al-Lamee R, Clifford P, Sethi A, Hadjiloizou N, Kaprielian R, Ramrakha P, Bellamy M, Khan MA, Kooner J, Foale RA, Mikhail G, Baker CS, Mayet J, Malik I, Khamis R, Francis D, Petraco Ret al., 2020, Management of Acute Coronary Syndromes During the Coronavirus Disease 2019 Pandemic: Deviations from Guidelines and Pragmatic Considerations for Patients and Healthcare Workers, Interventional Cardiology Review, Vol: 15, Pages: e16-e16, ISSN: 1756-1477

Coronavirus disease 2019 (COVID-19) is forcing cardiology departments to rapidly adapt existing clinical guidelines to a new reality and this is especially the case for acute coronary syndrome pathways. In this focused review, the authors discuss how COVID-19 is affecting acute cardiology care and propose pragmatic guideline modifications for the diagnosis and management of acute coronary syndrome patients, particularly around the appropriateness of invasive strategies as well as length of hospital stay. The authors also discuss the use of personal protective equipment for healthcare workers in cardiology. Based on shared global experiences and growing peer-reviewed literature, it is possible to put in place modified acute coronary syndrome treatment pathways to offer safe pragmatic decisions to patients and staff.

Journal article

Al Saikhan L, Alobaida M, Bhuva A, Chaturvedi N, Heasman J, Hughes AD, Jones S, Eastwood S, Manisty C, March K, Ghosh AK, Mayet J, Oguntade A, Tillin T, Williams S, Wright A, Park Cet al., 2020, Imaging Protocol, Feasibility, and Reproducibility of Cardiovascular Phenotyping in a Large Tri-Ethnic Population-Based Study of Older People: The Southall and Brent Revisited (SABRE) Study, FRONTIERS IN CARDIOVASCULAR MEDICINE, Vol: 7, ISSN: 2297-055X

Journal article

Chatrath N, Kaza N, Pabari PA, Fox K, Mayet J, Barton C, Cole GD, Plymen CMet al., 2020, The effect of concomitant COVID-19 infection on outcomes in patients hospitalized with heart failure, ESC HEART FAILURE, Vol: 7, Pages: 4443-4447, ISSN: 2055-5822

Journal article

Kaura A, Sterne J, Trickey A, Abbott S, Mulla A, Glampson B, Panoulas V, Davies J, Woods K, Omigie J, Shah A, Channon K, Weber J, Thursz M, Elliott P, Hemingway H, Williams B, Asselbergs F, OSullivan M, Lord G, Melikian N, Johnson T, Francis D, Shah A, Perera D, Kharbanda R, Patel R, Mayet Jet al., 2020, Invasive versus non-invasive management of elderly patients with non-ST elevation myocardial infarction: cohort study based on routine clinical data, The Lancet, Vol: 396, Pages: 623-634, ISSN: 0140-6736

BackgroundPrevious trials suggest lower long-term mortality after invasive rather than non-invasive management among patients with non-ST elevation myocardial infarction (NSTEMI), but these excluded very elderly patients.MethodsWe estimated the effect of invasive versus non-invasive management within 3 days of peak troponin on survival in NSTEMI patients aged ≥80 years, using routine clinical data collected during 2010–2017 (NIHR Health Informatics Collaborative). Propensity scores based on pre-treatment variables were derived using logistic regression; patients with high probabilities of non-invasive or invasive management were excluded. Patients who died within 3 days without receiving invasive management were assigned to the invasive or non-invasive management groups based on their propensity scores, to mitigate immortal time bias. We estimated mortality hazard ratios comparing invasive with non-invasive management, and also compared rates of hospital admission for heart failure.FindingsOf 1976 patients with NSTEMI, 101 died within 3 days of their peak troponin, whilst 375 were excluded because of extreme propensity scores. The remaining 1500 patients (56% non-invasive management) had a median age 86 (IQR 82-89) years. During median follow-up of 3.0 (IQR 1.2-4.8) years, there were 613 (41%) deaths. Using inverse probability weighting, adjusted cumulative 5-year mortality was 36% and 55% in the invasive and non-invasive management groups, respectively. The mortality hazard ratio comparing invasive with non-invasive management was 0.64 (95% CI 0.52-0.79) after multivariable adjustment for clinical characteristics and propensity score and inclusion of patients who died within three days. Invasive management was associated with lower incidence of hospital admissions for heart failure (adjusted rate ratio compared with non-invasive management 0.67, 95% CI 0.48–0.93).

Journal article

Hughes AD, Park C, Ramakrishnan A, Mayet J, Chaturvedi N, Parker KHet al., 2020, Feasibility of estimation of aortic wave intensity using non-invasive pressure recordings in the absence of flow velocity in man, Frontiers in Physiology, Vol: 11, Pages: 1-9, ISSN: 1664-042X

Background: Wave intensity analysis provides valuable information on ventriculo-arterial function, hemodynamics, and energy transfer in the arterial circulation. Widespread use of wave intensity analysis is limited by the need for concurrent measurement of pressure and flow waveforms. We describe a method that can estimate wave intensity patterns using only non-invasive pressure waveforms (pWIA).Methods: Radial artery pressure and left ventricular outflow tract (LVOT) flow velocity waveforms were recorded in 12 participants in the Southall and Brent Revisited (SABRE) study. Pressure waveforms were analyzed using custom-written software to derive the excess pressure (Pxs) which was scaled to peak LVOT velocity and used to calculate wave intensity. These data were compared with wave intensity calculated using the measured LVOT flow velocity waveform. In a separate study, repeat measures of pWIA were performed on 34 individuals who attended two clinic visits at an interval of ≈1 month to assess reproducibility and reliability of the method.Results: Pxs waveforms were similar in shape to aortic flow velocity waveforms and the time of peak Pxs and peak aortic velocity agreed closely. Wave intensity estimated using pWIA showed acceptable agreement with estimates using LVOT velocity tracings and estimates of wave intensity were similar to values reported previously in the literature. The method showed fair to good reproducibility for most parameters.Conclusion: The Pxs is a surrogate of LVOT flow velocity which, when appropriately scaled, allows estimation of aortic wave intensity with acceptable reproducibility. This may enable wider application of wave intensity analysis to large studies.

Journal article

Kaura A, Arnold AD, Vasileios P, Glampson B, Davies J, Mulla A, Woods K, Omigie J, Shah AD, Channon KM, Weber JN, Thursz MR, Elliott P, Hemingway H, Williams B, Asselbergs FW, OSullivan M, Lord GM, Melikian N, Lefroy DC, Francis DP, Shah AM, Kharbanda R, Perera D, Patel RS, Mayet Jet al., 2020, Prognostic significance of troponin level in 3,121 patients presenting with atrial fibrillation (The NIHR Health Informatics Collaborative TROP-AF study), Journal of the American Heart Association, Vol: 9, ISSN: 2047-9980

Background-—Patients presenting with atrial fibrillation (AF) often undergo a blood test to measure troponin, but interpretation of theresult is impeded by uncertainty about its clinical importance. We investigated the relationship between troponin level, coronaryangiography, and all-cause mortality in real-world patients presenting with AF.Methods and Results-—We used National Institute of Health Research Health Informatics Collaborative data to identify patients admitted between 2010 and 2017 at 5 tertiary centers in the United Kingdom with a primary diagnosis of AF. Peak troponin results 7 were scaled as multiples of the upper limit of normal. A total of 3121 patients were included in the analysis. Over a median followup of 1462 (interquartile range, 929–1975) days, there were 586 deaths (18.8%). The adjusted hazard ratio for mortality associatedwith a positive troponin (value above upper limit of normal) was 1.20 (95% CI, 1.01–1.43; P<0.05). Higher troponin levels were associated with higher risk of mortality, reaching a maximum hazard ratio of 2.6 (95% CI, 1.9–3.4) at 250 multiples of the upper limit of normal. There was an exponential relationship between higher troponin levels and increased odds of coronary angiography.The mortality risk was 36% lower in patients undergoing coronary angiography than in those who did not (adjusted hazard ratio, 0.61; 95% CI, 0.42–0.89; P=0.01).Conclusions-—Increased troponin was associated with increased risk of mortality in patients presenting with AF. The lower hazard ratio in patients undergoing invasive management raises the possibility that the clinical importance of troponin release in AF may be mediated by coronary artery disease, which may be responsive to revascularization.

Journal article

Cook CM, Howard JP, Ahmad Y, Shun-Shin MJ, Sethi A, Clesham GJ, Tang KH, Nijjer SS, Kelly PA, Davies JR, Malik IS, Kaprielian R, Mikhail G, Petraco R, Warisawa T, Al-Janabi F, Karamasis GV, Mohdnazri S, Gamma R, de Waard GA, Al-Lamee R, Keeble TR, Mayet J, Sen S, Francis DP, Davies JEet al., 2020, How Do Fractional Flow Reserve, Whole-Cycle PdPa, and Instantaneous Wave-Free Ratio Correlate With Exercise Coronary Flow Velocity During Exercise-Induced Angina?, CIRCULATION-CARDIOVASCULAR INTERVENTIONS, Vol: 13, ISSN: 1941-7640

Journal article

Howard JP, Tan J, Shun-Shin MJ, Mahdi D, Nowbar AN, Arnold AD, Ahmad Y, McCartney P, Zolgharni M, Linton NWF, Sutaria N, Rana B, Mayet J, Rueckert D, Cole GD, Francis DPet al., 2020, Improving ultrasound video classification: an evaluation of novel deep learning methods in echocardiography., J Med Artif Intell, Vol: 3

Echocardiography is the commonest medical ultrasound examination, but automated interpretation is challenging and hinges on correct recognition of the 'view' (imaging plane and orientation). Current state-of-the-art methods for identifying the view computationally involve 2-dimensional convolutional neural networks (CNNs), but these merely classify individual frames of a video in isolation, and ignore information describing the movement of structures throughout the cardiac cycle. Here we explore the efficacy of novel CNN architectures, including time-distributed networks and two-stream networks, which are inspired by advances in human action recognition. We demonstrate that these new architectures more than halve the error rate of traditional CNNs from 8.1% to 3.9%. These advances in accuracy may be due to these networks' ability to track the movement of specific structures such as heart valves throughout the cardiac cycle. Finally, we show the accuracies of these new state-of-the-art networks are approaching expert agreement (3.6% discordance), with a similar pattern of discordance between views.

Journal article

Al Saikhan L, Park C, Tillin T, Mayet J, Chaturvedi N, Hughes Aet al., 2020, SEX-DIFFERENCES IN LEFT VENTRICULAR REMODELLING PATTERN BY 3D ECHOCARDIOGRAPHY IN ASSOCIATION WITH THE LONG-TERM RISK OF ALL-CAUSE MORTALITY: FINDINGS FROM THE SOUTHALL AND BRENT REVISITED (SABRE) STUDY, Conference of American-College-of-Cardiology (ACC) / World Congress of Cardiology (WCC), Publisher: ELSEVIER SCIENCE INC, Pages: 1694-1694, ISSN: 0735-1097

Conference paper

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