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Research Outputs

  1. 2022
  2. AI-Enabled Assessment of Cardiac Systolic and Diastolic Function from Echocardiography

    Puyol-Antón, E., Ruijsink, B., Sidhu, B. S., Gould, J., Porter, B., Elliott, M. K., Mehta, V., Gu, H., Rinaldi, C. A., cowie, M., Chowienczyk, P., Razavi, R. & King, A. P., 15 Sep 2022, Simplifying Medical Ultrasound - 3rd International Workshop, ASMUS 2022, held in Conjunction with MICCAI 2022, Proceedings. Aylward, S., Noble, J. A., Hu, Y., Lee, S-L., Baum, Z. & Min, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 75-85 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13565 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  3. The role of guidance in delivering cardiac resynchronisation therapy: a systematic review and network meta-analysis

    Mehta, V., Ayis, S., Elliott, M., Wijesuriya, N., Kardaman, N., Gould, J., Behar, J. M., Chiribiri, A., Razavi, R., Niederer, S. & Rinaldi, C. A., 18 Jul 2022, (Accepted/In press) In: Heart Rhythm O2.

    Research output: Contribution to journalArticlepeer-review

  4. Active Tracking based cardiac triggering for MR-thermometry during radiofrequency ablation therapy in the left ventricle

    Mooiweer, R., Schneider, R., Krafft, A. J., Empanger, K., Stroup, J., Neofytou, A. P., Mukherjee, R., Williams, S., Lloyd, T., O'Neill, M., Razavi, R., Schaeffter, T., Neji, R. & Roujol, S., 17 Jun 2022, (Accepted/In press) In: Frontiers in Cardiovascular Medicine.

    Research output: Contribution to journalArticlepeer-review

  5. Fairness in Cardiac Magnetic Resonance Imaging: Assessing Sex and Racial Bias in Deep Learning-based Segmentation

    Puyol-Anton, E., Ruijsink, B., Mariscal Harana, J., Piechnik, S. K., Neubauer, S., Petersen, S. E., Razavi, R., Chowienczyk, P. & King, A. P., 7 Apr 2022, In: Frontiers in Cardiovascular Medicine. 9, 859310.

    Research output: Contribution to journalArticlepeer-review

  6. Simultaneous multislice steady-state free precession myocardial perfusion with full left ventricular coverage and high resolution at 1.5 T

    McElroy, S., Ferrazzi, G., Nazir, M., Evans, C., Fereirra, J., Bosio, F., Mughal, N., Kunze, K., Neji, R., Speier, P., Stab, D., Ismail, T., Masci, P-G., Villa, A., Razavi, R., Chiribiri, A. & Roujol, S., 22 Feb 2022, (Accepted/In press) In: Magnetic Resonance in Medicine.

    Research output: Contribution to journalArticlepeer-review

  7. Fetal Blood Flow Assessment Using Motion-Robust Whole Heart 4D Cine MRI

    Steinweg, J. K., Roberts, T., van Poppel, M., Lloyd, D., Razavi, R., Hajnal, J. & Pushparajah, K., 12 Feb 2022, The 54th Annual Meeting of the German Society for Pediatric Cardiology (DGPK). The Thoracic and Cardiovascular Surgeon: Thieme, Vol. 70.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  8. Digital Health Policy and Programs for Hospital Care in Vietnam: Scoping Review

    Vietnam ICU Translational Applications Laboratory (VITAL), Feb 2022, In: Journal of Medical Internet Research. 24, 2, e32392.

    Research output: Contribution to journalReview articlepeer-review

  9. Quantification of balanced SSFP myocardial perfusion imaging at 1.5 T: Impact of the reference image

    McElroy, S., Kunze, K. P., Milidonis, X., Huang, L., Nazir, M. S., Evans, C., Bosio, F., Mughal, N., Masci, P. G., Neji, R., Razavi, R., Chiribiri, A. & Roujol, S., Feb 2022, In: Magnetic Resonance in Medicine. 87, 2, p. 702-717 16 p.

    Research output: Contribution to journalArticlepeer-review

  10. Improved AI-Based Segmentation of Apical and Basal Slices from Clinical Cine CMR

    Mariscal-Harana, J., Kifle, N., Razavi, R., King, A. P., Ruijsink, B. & Puyol-Antón, E., 2022, Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge - 12th International Workshop, STACOM 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Puyol Antón, E., Young, A., Suinesiaputra, A., Pop, M., Martín-Isla, C., Sermesant, M., Camara, O. & Lekadir, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 84-92 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13131 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  11. Uncertainty-Aware Training for Cardiac Resynchronisation Therapy Response Prediction

    Dawood, T., Chen, C., Andlauer, R., Sidhu, B. S., Ruijsink, B., Gould, J., Porter, B., Elliott, M., Mehta, V., Rinaldi, C. A., Puyol-Antón, E., Razavi, R. & King, A. P., 2022, Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge - 12th International Workshop, STACOM 2021, Held in Conjunction with MICCAI 2021, Revised Selected Papers. Puyol Antón, E., Young, A., Suinesiaputra, A., Pop, M., Martín-Isla, C., Sermesant, M., Camara, O. & Lekadir, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 189-198 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13131 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  12. 2021
  13. The Role of AI in characterising the DCM phenotype

    Asher, C., Puyol Anton, E., Rizvi, M., Ruijsink, B., Chiribiri, A., Razavi, R. & Carr-White, G., 21 Dec 2021, Frontiers in Cardiovascular Medicine.

    Research output: Contribution to specialist publicationSpecial issue

  14. B-line Detection and Localization in Lung Ultrasound Videos Using Spatiotemporal Attention

    Kerdegari, H., Nhat, P. T. H., McBride, A., Pisani, L., Van Hao, N., Bich Thuy, D., Razavi, R., Thwaites, L., Yacoub, S. & Gomez Herrero, A., 9 Dec 2021, (E-pub ahead of print) In: Applied Sciences (Switzerland). 11, 24, 11697.

    Research output: Contribution to journalArticlepeer-review

  15. Psychosocial impact of the COVID-19 pandemic on 4378 UK healthcare workers and ancillary staff: Initial baseline data from a cohort study collected during the first wave of the pandemic

    Lamb, D., Gnanapragasam, S., Greenberg, N., Bhundia, R., Carr, E., Hotopf, M., Razavi, R., Raine, R., Cross, S., Dewar, A., Docherty, M., Dorrington, S., Hatch, S., Wilson-Jones, C., Leightley, D., Madan, I., Marlow, S., McMullen, I., Rafferty, A. M., Parsons, M., & 10 othersPolling, C., Serfioti, D., Gaunt, H., Aitken, P., Morris-Bone, J., Simela, C., French, V., Harris, R., Stevelink, S. A. M. & Wessely, S., 1 Nov 2021, In: Occupational and Environmental Medicine. 78, 11, p. 801-808 8 p.

    Research output: Contribution to journalArticlepeer-review

  16. Fairness in AI: are deep learning-based CMR segmentation algorithms biased?

    Puyol Anton, E., Ruijsink, B., Piechnik, S. K., Neubauer, S., Petersen, S. E., Razavi, R. & King, A. P., 12 Oct 2021, In: European Heart Journal. 42, Supplement_1

    Research output: Contribution to journalArticlepeer-review

  17. Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation

    Puyol-Antón, E., Ruijsink, B., Piechnik, S. K., Neubauer, S., Petersen, S. E., Razavi, R. & King, A. P., 21 Sep 2021, (E-pub ahead of print) In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 12903, p. 413-423 11 p.

    Research output: Contribution to journalConference paperpeer-review

  18. Quantification of bSSFP myocardial perfusion imaging at 1.5 T: Impact of the reference image

    McElroy, S., Kunze, K., Milidonis, X., Huang, L., Nazir, M., Evans, C., Bosio, F., Mughal, N., Masci, P-G., Neji, R., Razavi, R., Chiribiri, A. & Roujol, S., 3 Sep 2021, (Accepted/In press) In: Magnetic resonance in medicine.

    Research output: Contribution to journalArticlepeer-review

  19. NHS CHECK: protocol for a cohort study investigating the psychosocial impact of the COVID-19 pandemic on healthcare workers

    Lamb, D., Greenberg, N., Hotopf, M., Raine, R., Razavi, R., Bhundia, R., Scott, H., Carr, E., Gafoor, R., Bakolis, I., Hegarty, S., Souliou, E., Rafferty, A. M., Rhead, R., Weston, D., Gnangapragasam, S., Marlow, S., Wessely, S. & Stevelink, S., 30 Jun 2021, In: BMJ Open. 11, 6, p. e051687 e051687.

    Research output: Contribution to journalArticlepeer-review

  20. Interventional cardiac MRI using an add-on Parallel Transmit MR system: In vivo experience in sheep

    Godinez, F., Tomi-Tricot, R., Delcey, M., Mooiweer, R., Williams, S., Quesson, B., Razavi, R., Hajnal, J. & Malik, S., 28 Jun 2021, (Accepted/In press) In: Magnetic Resonance in Medicine.

    Research output: Contribution to journalArticlepeer-review

  21. Artificial intelligence, fetal echocardiography, and congenital heart disease

    Day, T. G., Kainz, B., Hajnal, J., Razavi, R. & Simpson, J. M., May 2021, In: Prenatal Diagnosis. 41, 6, p. 733-742 10 p.

    Research output: Contribution to journalReview articlepeer-review

  22. T2* placental MRI in pregnancies complicated with fetal congenital heart disease

    Steinweg, J. K., Hui, G. T. Y., Pietsch, M., Ho, A., van Poppel, M., F A Lloyd, D., Colford, K., Simpson, J., Razavi, R., Pushparajah, K., Rutherford, M. & Hutter, J., May 2021, In: Placenta. 108, p. 23-31 9 p.

    Research output: Contribution to journalArticlepeer-review

  23. Automatic detection of B-lines in lung ultrasound videos from severe dengue patients

    Kerdegari, H., Nhat, P. T. H., McBride, A., Razavi, R., Hao, N. V., Thwaites, L., Yacoub, S. & Gomez, A., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. IEEE Computer Society, p. 989-993 5 p. 9434006. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  24. A multicenter prospective randomized controlled trial of cardiac resynchronization therapy guided by invasive dP/dt

    Sohal, M., Hamid, S., Perego, G., Della Bella, P., Adhya, S., Paisey, J., Betts, T., Kamdar, R., Lambiase, P., Leyva, F., McComb, J. M., Behar, J., Jackson, T., Claridge, S., Mehta, V., Elliott, M., Niederer, S., Razavi, R. & Rinaldi, C. A., Feb 2021, In: Heart Rhythm O2. 2, 1, p. 19-27 9 p.

    Research output: Contribution to journalArticlepeer-review

  25. The psychosocial impact of COVID-19 pandemic on 4,378 UK healthcare workers and ancillary staff: initial baseline data from a cohort study collected during the first wave of the pandemic.

    Lamb, D., Gnanapragasam, S., Greenberg, N., Bhundia, R., Carr, E., Hotopf, M., Razavi, R., Raine, R., Dewar, A., Docherty, M., Dorrington, S., Hatch, S., Wilson-Jones, C., Leightley, D., Madan, I., Marlow, S., McMullen, I., Rafferty, A. M., Parsons, M., Polling, K., & 8 othersSerfioti, D., Gaunt, H., Aitken, P., Morris-Bone, J., Simela, C., French, V., Stevelink, S. & Wessely, S., 22 Jan 2021, In: Occupational and Environmental Medicine.

    Research output: Contribution to journalArticlepeer-review

  26. All-systolic first-pass myocardial rest perfusion at a long saturation time using simultaneous multi-slice imaging and compressed sensing acceleration

    Ferrazzi, G., McElroy, S., Neji, R., Kunze, K., Nazir, M., Speier, P., Stäb, D., Forman, C., Razavi, R., Chiribiri, A. & Roujol, S., 12 Jan 2021, (Accepted/In press) In: Magnetic resonance in medicine.

    Research output: Contribution to journalArticlepeer-review

  27. Can Non-specialists Provide High Quality Gold Standard Labels in Challenging Modalities?

    Budd, S., Day, T., Simpson, J., Lloyd, K., Matthew, J., Skelton, E., Razavi, R. & Kainz, B., 2021, Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health - 3rd MICCAI Workshop, DART 2021, and 1st MICCAI Workshop, FAIR 2021, Held in Conjunction with MICCAI 2021, Proceedings. Albarqouni, S., Cardoso, M. J., Dou, Q., Kamnitsas, K., Khanal, B., Rekik, I., Rieke, N., Sheet, D., Tsaftaris, S., Xu, D. & Xu, Z. (eds.). Springer Science and Business Media Deutschland GmbH, p. 251-262 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12968 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  28. Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps

    Budd, S., Sinclair, M., Day, T., Vlontzos, A., Tan, J., Liu, T., Matthew, J., Skelton, E., Simpson, J., Razavi, R., Glocker, B., Rueckert, D., Robinson, E. C. & Kainz, B., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 207-217 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12907 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  29. 2020
  30. Combined simultaneous multislice bSSFP and compressed sensing for first-pass myocardial perfusion at 1.5 T with high spatial resolution and coverage

    McElroy, S., Ferrazzi, G., Nazir, M. S., Kunze, K. P., Neji, R., Speier, P., Stäb, D., Forman, C., Razavi, R., Chiribiri, A. & Roujol, S., 1 Dec 2020, In: Magnetic Resonance in Medicine. 84, 6, p. 3103-3116 14 p.

    Research output: Contribution to journalArticlepeer-review

  31. Shear wave cardiovascular MR elastography using intrinsic cardiac motion for transducer-free non-invasive evaluation of myocardial shear wave velocity

    Troelstra, M., Runge, J., Burnhope, E., Polcaro, A., Guenthner, C., Schneider, T., Razavi, R., Ismail, T., Martorell, J. & Sinkus, R., 30 Nov 2020, (Accepted/In press) In: Nature Scientific Reports.

    Research output: Contribution to journalArticlepeer-review

  32. Cost-Effectiveness of Immediate Magnetic Resonance Imaging in the Management of Patients With Suspected Scaphoid Fracture: Results From a Randomized Clinical Trial

    Rua, T., Gidwani, S., Malhotra, B., Vijayanathan, S., Hunter, L., Peacock, J., Turville, J., Razavi, R., Goh, V., McCrone, P. & Shearer, J., Nov 2020, In: Value in Health. 23, 11, p. 1444-1452 9 p.

    Research output: Contribution to journalArticlepeer-review

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