متابعة
Aly A. Mohamed, PhD
Aly A. Mohamed, PhD
Advisory Client Engineering AI Engineer at IBM
بريد إلكتروني تم التحقق منه على ibm.com
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
A deep learning method for classifying mammographic breast density categories
AA Mohamed, WA Berg, H Peng, Y Luo, RC Jankowitz, S Wu
Medical physics 45 (1), 314-321, 2018
2742018
Deep learning to distinguish recalled but benign mammography images in breast cancer screening
SS Aboutalib, AA Mohamed, WA Berg, ML Zuley, JH Sumkin, S Wu
Clinical Cancer Research 24 (23), 5902-5909, 2018
1232018
Deep learning modeling using normal mammograms for predicting breast cancer risk
D Arefan, AA Mohamed, WA Berg, ML Zuley, JH Sumkin, S Wu
Medical physics 47 (1), 110-118, 2020
982020
Understanding clinical mammographic breast density assessment: a deep learning perspective
AA Mohamed, Y Luo, H Peng, RC Jankowitz, S Wu
Journal of digital imaging 31, 387-392, 2018
582018
Automated deep learning method for whole‐breast segmentation in diffusion‐weighted breast MRI
L Zhang, AA Mohamed, R Chai, Y Guo, B Zheng, S Wu
Journal of Magnetic Resonance Imaging 51 (2), 635-643, 2020
572020
Inaccurate labels in weakly-supervised deep learning: Automatic identification and correction and their impact on classification performance
D Hao, L Zhang, J Sumkin, A Mohamed, S Wu
IEEE journal of biomedical and health informatics 24 (9), 2701-2710, 2020
542020
Deep learning pre-training strategy for mammogram image classification: an evaluation study
K Clancy, S Aboutalib, A Mohamed, J Sumkin, S Wu
Journal of Digital Imaging 33, 1257-1265, 2020
182020
Novel Image-Based 3D Reconstruction of the Human Jaw using Shape from Shading and Feature Descriptors.
AS Abdelrahim, M Abdelrahman, HE Abdelmunim, AA Farag, M Miller
BMVC, 1-11, 2011
162011
2D-PCA shape models: Application to 3D reconstruction of the human teeth from a single image
AS Abdelrehim, AA Farag, AM Shalaby, MT El-Melegy
Medical Computer Vision. Large Data in Medical Imaging: Third International …, 2014
132014
Realistic 3d reconstruction of the human teeth using shape from shading with shape priors
AS Abdelrahim, MT El-Melegy, AA Farag
2012 IEEE Computer Society Conference on Computer Vision and Pattern …, 2012
132012
Image retrieval based on content and image compression
AS Abdelrahim, MA Abdelrahman, A Mahmoud, AA Farag
2011 International Conference on Multimedia Technology, 6696-6703, 2011
122011
Deep learning of sub-regional breast parenchyma in mammograms for localized breast cancer risk prediction
G Nebbia, A Mohamed, R Chai, B Zheng, M Zuley, S Wu
Medical Imaging 2019: Computer-Aided Diagnosis 10950, 693-698, 2019
102019
Can we boost the power of the Viola–Jones face detector using preprocessing? An empirical study
M Afifi, M Nasser, M Korashy, K Rohde, AA Mohamed
Journal of Electronic Imaging 27 (4), 043020-043020, 2018
102018
Model-based human teeth shape recovery from a single optical image with unknown illumination
A Farag, S Elhabian, A Abdelrehim, W Aboelmaaty, A Farman, D Tasman
Medical Computer Vision. Recognition Techniques and Applications in Medical …, 2013
102013
Systemic therapy of cancer
F Ismail, A Mohamed, K Lim
Kuala Lumpur: The Ministry of Health, 2011
82011
Deep learning for identifying breast cancer malignancy and false recalls: a robustness study on training strategy
K Clancy, L Zhang, A Mohamed, S Aboutalib, W Berg, S Wu
Medical Imaging 2019: Computer-Aided Diagnosis 10950, 20-25, 2019
72019
Statistical morphable model for human teeth restoration
E Mostafa, S Elhabian, A Abdelrahim, S Elshazly, A Farag
2014 IEEE International Conference on Image Processing (ICIP), 4285-4288, 2014
62014
A 3D reconstruction of the human jaw from a single image
A Abdelrahim, A Shalaby, S Elhabian, J Graham, A Farag
2013 IEEE International Conference on Image Processing, 3622-3626, 2013
62013
Novel variational approach for the perspective shape from shading problem using calibrated images
A Abdelrahim, H Abdelmunim, J Graham, A Farag
2013 IEEE International Conference on Image Processing, 2562-2566, 2013
52013
Discrete Hidden Markov Tree modelling of ranklet transform for mass classification in mammograms
A Mohamed, R El-Khoribi, L Fekry
GVOP Special Issue on Mammograms 7, 61-68, 2007
52007
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مقالات 1–20