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João Domingos

            

João DomingosResearch

I am a DPhil candidate at the Institute of Biomedical Engineering, University of Oxford, and I am supervised by Dr. Paul Leeson and Prof. J. Alison Noble. My doctoral research focuses on providing cardiologists with novel tools for utilizing 4D echocardiography data in clinical practice in order to improve workflow and accuracy of disease diagnosis. Specifically, I am interested in the design of computer vision and machine learning strategies to perform real time automated 4D analysis of echocardiography volumes. 

I am also involved in low-cost mHealth projects for developing countries and currently working with the Oxford Centre for Affordable Healthcare Technologies (O×CAHT).


Awards and Scholarships

- European Society of Cardiology Grant (EuroEcho Imaging 2014 Free Registration)

- BMVA Travel Bursary Award (2014)

Wolfson Innovate (WIN) Challenge 2014 - Highly Commended Prize

- Wolfson College Conference Grant (3x)

- Best Innovation Leveraging Technology Award presented by Dell at 2012 Dell Social Innovation Challenge (now Verb U)

- 1st place 2011 Engineering World Health (EWH) Design competition

- EPSRC (UK) Centre for Doctoral Training in Healthcare Innovation Studentship (2010-2015)

 

Publications

- O. Bernard, J.G. Bosch, B. Heyde, M. Alessandrini, D. Barbosa, S. Camarasu-Pop, F. Cervenansky, S. Valette, O. Mirea, M. Bernier, P.M. Jodoin, J.S. Domingos, R.V. Stebbing, K. Keraudren, O. Oktay, J. Caballero, W. Shi, D. Rueckert, F. Milletari, S.A. Ahmadi, E. Smistad, F. Lindseth, M. van Stralen, C. Wang, O. Smedby, A. Papachristidis, M.L. Geleijnse, E. Galli, J. D'hooge, Standardized evaluation system for left ventricular segmentation algorithms in 3D echocardiography, IEEE Transactions on Medical Imaging, Nov 25, 2015

- A. Rendon, J.S. Domingos, J.N. Dungu, The role of 3D echocardiography in cardiac ultrasound, ECHO JournalBritish Society of Echocardiography, 92:5-7, November 2015

J.S. Domingos, H. Boardman, P. Leeson, J.A. Noble, A fully automated method for apical diagnostic view finding in 3D echocardiographyEuroEcho-Imaging 2014, 3-6 December 2014, Vienna, Austria

- J.S. Domingos, D.X. Augustine, P. Leeson, J.A. Noble, A new automated myocardial boundary delineator: comparison of left ventricular volume by 3D echocardiography and cardiovascular magnetic resonanceEuroEcho-Imaging 2014, 3-6 December 2014, Vienna, Austria

 - G.D. Clifford, C. Arteta, T. Zhu, M.P. Pimentel, M.D. Santos, J.S. Domingos, M. Maraci and J. Oster, A scalable mHealth system for non-communicable disease managementIEEE Global Humanitarian Technology Conference (GHTC’14), 10-13 October 2014, Silicon Valley, California, USA

 - M.A. Pimentel, M.D. Santos, M.A. Maraci, C. Arteta, J.S. Domingos, D.A. Clifton, G.D. Clifford, A $5 Smart Blood Pressure SystemIET Appropriate Healthcare Technologies for Low Resource Settings (AHT14), 17-18 September 2014, London, UK

- J.S. Domingos, R.V. Stebbing, and J.A. Noble, Endocardial Segmentation using Structured Random Forests in 3D Echocardiography, in: Proceedings MICCAI Challenge on Echocardiographic Three-Dimensional Ultrasound Segmentation (CETUS), Boston, Sept. 14,  2014, pp. 1-8

- J.S. Domingos, R.V. Stebbing, P.Leeson, and J.A. Noble, Structured Random Forests for Myocardium Delineation in 3D Echocardiography, MICCAI 2014: 5th International Workshop on Machine Learning in Medical Imaging, 14-18 September 2014, Boston, USA

- M.A.F. Pimentel, M.D. Santos, C. Arteta, J.S. Domingos, M.A. Maraci, G. Clifford, Respiratory Rate Estimation from the Oscillometric Waveform Obtained from a Non-Invasive Cuff-Based Blood Pressure DeviceIEEE Engineering in Medicine and Biology Society (EMBC’14)26-30 August 2014, Chicago, Illinois, USA

- J.S. Domingos, E. Lima, P. Leeson, J.A. Noble, Local Phase-Based Fast Ray Features for Automatic Left Ventricle Apical View Detection in 3D EchocardiographyMICCAI 2013: 4th International Workshop on Medical Computer Vision, 22-26 September 2013, Nagoya, Japan

J. Behar, A. Roebuck, J.S. Domingos, E. Gederi, G.D. Clifford, A Review of Current Sleep Screening Applications for Smartphones, Physiological Measurement Journal, 34 (2013), R29-R46  (DOI: 10.1088/0967-3334/34/7/R29)

- J.S. Domingos, D. Augustine, P. Leeson, J.A. Noble, Automatic Left Ventricle Apical Plane Detection In 3D EchocardiographyProceedings of SPIE Medical Imaging, 9-14 February 2013, Lake Buena Vista, Florida, USA

- Arteta C*, Domingos JS*, Pimentel MAF*, Santos MD*, Chiffot C, Springer D, Raghu A, Clifford GD, Low-Cost Blood Pressure Monitor Device for Developing CountriesProceedings of MobiHealth, 5-7 October 2011, Kos Island, Greece (* authors with equal contribution)

 

Contact

Email: domingos.domingos<at>eng.ox.ac.uk

Other Links: LinkedIn