עקוב אחר
Mohammad Yaqub
Mohammad Yaqub
Researcher in Biomedical Engineering, Associate professor at MBZUAI
כתובת אימייל מאומתת בדומיין mbzuai.ac.ae
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
1912013
Deep learning techniques for diabetic retinopathy classification: A survey‏
MZ Atwany, AH Sahyoun, M Yaqub‏
IEEE Access 10, 28642-28655, 2022‏
1632022
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
1162012
Flower classification using deep convolutional neural networks‏
H Hiary, H Saadeh, M Saadeh, M Yaqub‏
IET computer vision 12 (6), 855-862, 2018‏
1062018
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
1042018
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
992015
A High-Resolution Global Map of Giant Kelp (Macrocystis pyrifera) Forests and Intertidal Green Algae (Ulvophyceae) with Sentinel-2 Imagery‏
A Mora-Soto, M Palacios, EC Macaya, I Gómez, P Huovinen, ...‏
Remote Sensing 12 (4), 694, 2020‏
952020
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
742013
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
682017
Guided random forests for identification of key fetal anatomy and image categorization in ultrasound scans‏
M Yaqub, B Kelly, AT Papageorghiou, JA Noble‏
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015: 18th …, 2015‏
602015
How to train vision transformer on small-scale datasets?‏
H Gani, M Naseer, M Yaqub‏
arXiv preprint arXiv:2210.07240, 2022‏
562022
Self-ensembling vision transformer (sevit) for robust medical image classification‏
F Almalik, M Yaqub, K Nandakumar‏
International Conference on Medical Image Computing and Computer-Assisted …, 2022‏
432022
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
Machine Learning in Medical Imaging: Second International Workshop, MLMI …, 2011‏
432011
Automated 3D ultrasound image analysis for first trimester assessment of fetal health‏
H Ryou, M Yaqub, A Cavallaro, AT Papageorghiou, JA Noble‏
Physics in Medicine & Biology 64 (18), 185010, 2019‏
422019
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
412017
Continual domain incremental learning for chest x-ray classification in low-resource clinical settings‏
S Srivastava, M Yaqub, K Nandakumar, Z Ge, D Mahapatra‏
MICCAI Workshop on Domain Adaptation and Representation Transfer, 226-238, 2021‏
362021
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
362012
Automated 3D ultrasound biometry planes extraction for first trimester fetal assessment‏
H Ryou, M Yaqub, A Cavallaro, F Roseman, A Papageorghiou, JA Noble‏
Machine Learning in Medical Imaging: 7th International Workshop, MLMI 2016 …, 2016‏
352016
Toward point-of-care ultrasound estimation of fetal gestational age from the trans-cerebellar diameter using CNN-based ultrasound image analysis‏
MA Maraci, M Yaqub, R Craik, S Beriwal, A Self, P Von Dadelszen, ...‏
Journal of Medical Imaging 7 (1), 014501-014501, 2020‏
342020
An ensemble approach for patient prognosis of head and neck tumor using multimodal data‏
N Saeed, R Al Majzoub, I Sobirov, M Yaqub‏
3D Head and Neck Tumor Segmentation in PET/CT Challenge, 278-286, 2021‏
322021
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מאמרים 1–20