Mohammad Yaqub
Mohammad Yaqub
Researcher in Biomedical Engineering, VP Engineering Intelligent Ultrasound Limited
Verified email at eng.ox.ac.uk
TitleCited byYear
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
822013
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
772012
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
472013
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
312015
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
292011
Reversible watermarking using modified difference expansion
A Al-Jaber, MK Yaqub
International Journal of Computing & Information Sciences 4 (3), 134-142, 2006
232006
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
222015
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
192013
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
172012
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
152018
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
142013
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
132010
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
112015
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
102017
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
92016
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
92013
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
82014
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
72017
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
72011
Efficient volumetric segmentation using 3D fast-weighted random forests
M Yaqub, K Javaid, C Cooper, A Noble
MICCAI Workshop on Machine Learning in Medical Imaging, Toronto, Canada, 1-8, 2011
62011
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Articles 1–20