| Evaluation and comparison of current fetal ultrasound image segmentation methods for biometric measurements: a grand challenge S Rueda, S Fathima, CL Knight, M Yaqub, AT Papageorghiou, ... IEEE Transactions on medical imaging 33 (4), 797-813, 2013 | 95 | 2013 |
| The effect of maternal vitamin D concentration on fetal bone C Ioannou, MK Javaid, P Mahon, MK Yaqub, NC Harvey, KM Godfrey, ... The Journal of Clinical Endocrinology & Metabolism 97 (11), E2070-E2077, 2012 | 79 | 2012 |
| Investigation of the role of feature selection and weighted voting in random forests for 3-D volumetric segmentation M Yaqub, MK Javaid, C Cooper, JA Noble IEEE transactions on medical imaging 33 (2), 258-271, 2013 | 51 | 2013 |
| Learning-based prediction of gestational age from ultrasound images of the fetal brain AIL Namburete, RV Stebbing, B Kemp, M Yaqub, AT Papageorghiou, ... Medical image analysis 21 (1), 72-86, 2015 | 36 | 2015 |
| Improving the classification accuracy of the classic rf method by intelligent feature selection and weighted voting of trees with application to medical image segmentation M Yaqub, MK Javaid, C Cooper, JA Noble International Workshop on Machine Learning in Medical Imaging, 184-192, 2011 | 34 | 2011 |
| Guided random forests for identification of key fetal anatomy and image categorization in ultrasound scans M Yaqub, B Kelly, AT Papageorghiou, JA Noble International Conference on Medical Image Computing and Computer-Assisted …, 2015 | 30 | 2015 |
| Fully-automated alignment of 3D fetal brain ultrasound to a canonical reference space using multi-task learning AIL Namburete, W Xie, M Yaqub, A Zisserman, JA Noble Medical image analysis 46, 1-14, 2018 | 24 | 2018 |
| Reversible watermarking using modified difference expansion A Al-Jaber, MK Yaqub International Journal of Computing & Information Sciences 4 (3), 134-142, 2006 | 24 | 2006 |
| Automatic detection of local fetal brain structures in ultrasound images M Yaqub, R Napolitano, C Ioannou, AT Papageorghiou, JA Noble 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI), 1555-1558, 2012 | 20 | 2012 |
| Class-specific regression random forest for accurate extraction of standard planes from 3D echocardiography K Chykeyuk, M Yaqub, JA Noble International MICCAI Workshop on Medical Computer Vision, 53-62, 2013 | 19 | 2013 |
| A deep learning solution for automatic fetal neurosonographic diagnostic plane verification using clinical standard constraints M Yaqub, B Kelly, AT Papageorghiou, JA Noble Ultrasound in medicine & biology 43 (12), 2925-2933, 2017 | 18 | 2017 |
| Where is my baby? A fast fetal head auto-alignment in 3D-ultrasound R Cuingnet, O Somphone, B Mory, R Prevost, M Yaqub, R Napolitano, ... 2013 IEEE 10th International Symposium on Biomedical Imaging, 768-771, 2013 | 14 | 2013 |
| Weighted voting in 3d random forest segmentation M Yaqub, P Mahon, MK Javaid, C Cooper, JA Noble Proc. Medical Image Understanding and Analysis, Warwick, UK, 261-266, 2010 | 13 | 2010 |
| Plane localization in 3-D fetal neurosonography for longitudinal analysis of the developing brain M Yaqub, S Rueda, A Kopuri, P Melo, AT Papageorghiou, PB Sullivan, ... IEEE journal of biomedical and health informatics 20 (4), 1120-1128, 2015 | 11 | 2015 |
| Flower classification using deep convolutional neural networks H Hiary, H Saadeh, M Saadeh, M Yaqub IET Computer Vision 12 (6), 855-862, 2018 | 10 | 2018 |
| Volumetric segmentation of key fetal brain structures in 3D ultrasound M Yaqub, R Cuingnet, R Napolitano, D Roundhill, A Papageorghiou, ... International Workshop on Machine Learning in Medical Imaging, 25-32, 2013 | 10 | 2013 |
| Protocol and quality assurance for carotid imaging in 100,000 participants of UK Biobank: development and assessment S Coffey, AJ Lewandowski, S Garratt, R Meijer, S Lynum, R Bedi, ... European journal of preventive cardiology 24 (17), 1799-1806, 2017 | 9 | 2017 |
| A constrained regression forests solution to 3D fetal ultrasound plane localization for longitudinal analysis of brain growth and maturation M Yaqub, A Kopuri, S Rueda, PB Sullivan, K McCormick, JA Noble International Workshop on Machine Learning in Medical Imaging, 109-116, 2014 | 9 | 2014 |
| Automated 3D ultrasound biometry planes extraction for first trimester fetal assessment H Ryou, M Yaqub, A Cavallaro, F Roseman, A Papageorghiou, JA Noble International Workshop on Machine Learning in Medical Imaging, 196-204, 2016 | 8 | 2016 |
| Surface area measurement using rendered three‐dimensional ultrasound imaging: an in‐vitro phantom study C Ioannou, I Sarris, MK Yaqub, JA Noble, MK Javaid, AT Papageorghiou Ultrasound in obstetrics & gynecology 38 (4), 445-449, 2011 | 7 | 2011 |
Alison NobleTechnikos Professor of Biomedical Engineering, University of Oxford, UKVerified email at eng.ox.ac.uk
