Ahmed Shalaby

57 papers B 12Journal 17Unranked 28
YearRankTypeTitle / Venue / Authors
2024 — conf
Autism Diagnosis Using Iterative Permutation Sampling-Recursive Feature Elimination Algorithm and Deep Learning.
BHI
Ahmed Shalaby, Omar Dekhil, Krishna Kanth Chitta, Hankyu Lee, Dwight German, Jeon Lee
2024 — conf
Precision Diagnosis of Autism Through Resting FMRI and Machine Learning.
ISBI
Mohamed Khudri, Mostafa Abdelrahim, Mohamed T. Ali, Ahmed Elnakib, Ahmed Shalaby, Ali Mahmoud, Sohail Contractor, Gregory N. Barnes, Ayman El-Baz
2023 — conf
A Novel Technique of Pulmonary Nodules Auto Segmentation Using Modified Convolutional Neural Networks.
ISBI
Bassant E. Youssef, Ahmed Alksas, Ahmed Shalaby, Ali Mahmoud, Eric Van Bogaert, Sohail Contractor, Mohammed Ghazal, Adel Elmaghraby, Ayman El-Baz
2023 J jnl
Integrated Deep Learning and Stochastic Models for Accurate Segmentation of Lung Nodules From Computed Tomography Images: A Novel Framework.
IEEE Access
Bassant E. Youssef, Ahmed Alksas, Ahmed Shalaby, Ali H. Mahmoud, Eric Van Bogaert, Norah Saleh Alghamdi, Alyssa Neubacher, Sohail Contractor, Mohammed Ghazal, Adel Said Elmaghraby, Ayman El-Baz
2022 J jnl
Research on the internet of vehicles assisted traffic management systems for observing traffic density.
Comput. Electr. Eng.
Aldosary Saad, Ahmed Shalaby, Abdallah A. Mohamed
2022 J jnl
Special Issue "Computer Aided Diagnosis Sensors".
Sensors
Ayman El-Baz, Guruprasad A. Giridharan, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal
2022 B conf
Understanding Autism Using Machine Learning: A Structural MRI Study.
ICPR
Mohamed T. Ali, Yaser A. Elnakieb, Ahmed Shalaby, Ahmed Elnakib, Ali Mahmoud, Huma Zia, Mohammed Ghazal, Gregory Barnes, Ayman El-Baz
2021 J jnl
A Deep-Learning Framework for the Detection of Oil Spills from SAR Data.
Sensors
Mohamed Shaban, Reem Salim, Hadil Abu Khalifeh, Adel Khelifi, Ahmed Shalaby, Shady El-Mashad, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz
2021 — conf
A Novel Dwt-Based Discriminant Features Extraction From Task-Based Fmri: An Asd Diagnosis Study Using Cnn.
ISBI
Reem Haweel, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Noha A. Seada, Said Ghoniemy, Gregory Barnes, Ayman El-Baz
2021 J jnl
A Novel Grading System for Autism Severity Level Using Task-Based Functional MRI: A Response to Speech Study.
IEEE Access
Reem Haweel, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal, Noha A. Seada, Said Ghoniemy, Manuel Casanova, Gregory N. Barnes, Ayman El-Baz
2021 J jnl
A Personalized Computer-Aided Diagnosis System for Mild Cognitive Impairment (MCI) Using Structural MRI (sMRI).
Sensors
Fatma El-Zahraa A. El-Gamal, Mohammed Elmogy, Ali Mahmoud, Ahmed Shalaby, Andrew E. Switala, Mohammed Ghazal, Hassan Soliman, Ahmed Atwan, Norah Saleh Alghamdi, Gregory N. Barnes, Ayman El-Baz
2021 — conf
Autism Classification Using SMRI: A Recursive Features Selection Based on Sampling from Multi-Level High Dimensional Spaces.
ISBI
Mohamed T. Ali, Yaser A. Elnakieb, Ahmed Shalaby, Ali H. Mahmoud, Andy Switala, Mohammed Ghazal, Adel Khelifi, Luay Fraiwan, Georgy Barnes, Ayman El-Baz
2021 J jnl
Identifying brain areas correlated with ADOS raw scores by studying altered dynamic functional connectivity patterns.
Medical Image Anal.
Omar Dekhil, Ahmed Shalaby, Ahmed Soliman, Ali Mahmoud, Maiying Kong, Gregory Barnes, Adel Elmaghraby, Ayman El-Baz
2021 J jnl
Precise Identification of Prostate Cancer from DWI Using Transfer Learning.
Sensors
Islam R. Abdelmaksoud, Ahmed Shalaby, Ali Mahmoud, Mohammed Elmogy, Ahmed Aboelfetouh, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Norah Saleh Alghamdi, Ayman El-Baz
2021 J jnl
Role of AI and Histopathological Images in Detecting Prostate Cancer: A Survey.
Sensors
Sarah M. Ayyad, Mohamed Shehata, Ahmed Shalaby, Mohamed Abou El-Ghar, Mohammed Ghazal, Moumen T. El-Melegy, Nahla B. Abdel-Hamid, Labib M. Labib, H. Arafat Ali, Ayman El-Baz
2021 J jnl
The Role of Diffusion Tensor MR Imaging (DTI) of the Brain in Diagnosing Autism Spectrum Disorder: Promising Results.
Sensors
Yaser A. Elnakieb, Mohamed T. Ali, Ahmed Elnakib, Ahmed Shalaby, Ahmed Soliman, Ali Mahmoud, Mohammed Ghazal, Gregory N. Barnes, Ayman El-Baz
2020 B conf
A Deep Learning-Based Cad System For Renal Allograft Assessment: Diffusion, Bold, And Clinical Biomarkers.
ICIP
Mohamed Shehata, Mohammed Ghazal, Hadil Abu Khalifeh, Ashraf Khalil, Ahmed Shalaby, Amy C. Dwyer, Ashraf M. Bakr, Robert Keynton, Ayman El-Baz
2020 — conf
A Novel Framework for Grading Autism Severity Using Task-Based FMRI.
ISBI
Reem Haweel, Omar Dekhil, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal, Ashraf Khalil, Robert Keynton, Gregory Barnes, Ayman El-Baz
2020 J jnl
Accurate Detection of Non-Proliferative Diabetic Retinopathy in Optical Coherence Tomography Images Using Convolutional Neural Networks.
IEEE Access
Mohammed Ghazal, Samr Samir Ali, Ali H. Mahmoud, Ahmed Shalaby, Ayman El-Baz
2020 J jnl
Accurate Segmentation of Cerebrovasculature From TOF-MRA Images Using Appearance Descriptors.
IEEE Access
Fatma Taher, Ahmed Soliman, Heba Kandil, Ali Mahmoud, Ahmed Shalaby, Georgy L. Gimel'farb, Ayman El-Baz
2020 J jnl
Computer Aided Autism Diagnosis Using Diffusion Tensor Imaging.
IEEE Access
Yaser A. Elnakieb, Mohamed T. Ali, Ahmed Soliman, Ali H. Mahmoud, Ahmed Shalaby, Norah Saleh Alghamdi, Mohammed Ghazal, Ashraf Khalil, Andrew E. Switala, Robert S. Keynton, Gregory N. Barnes, Ayman El-Baz
2020 B conf
Precise Cerebrovascular Segmentation.
ICIP
Fatma Taher, Ahmed Soliman, Heba Kandil, Ali Mahmoud, Ahmed Shalaby, Georgy L. Gimel'farb, Ayman El-Baz
2020 B conf
Precise Statistical Approach for Leaf Segmentation.
ICIP
Mohammed Ghazal, Ali Mahmoud, Ahmed Shalaby, Shams Shaker, Adel Khelifi, Ayman El-Baz
2019 — conf
A Machine Learning Approach for Grading Autism Severity Levels Using Task-based Functional MRI.
IST
Reem Haweel, Omar Dekhil, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Robert Keynton, Gregory Barnes, Ayman El-Baz
2019 — conf
An Accurate System for Prostate Cancer Localization from Diffusion-Weighted MRI.
IST
Islam R. Abdelmaksoud, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Robert Keynton, Ayman El-Baz
2019 — conf
Autism Spectrum Disorder Diagnosis framework using Diffusion Tensor Imaging.
IST
Yaser A. Elnakieb, Gregory N. Barnes, Ayman S. El-Baz, Ahmed Soliman, Ali Mahmoud, Omar Dekhil, Ahmed Shalaby, Mohammed Ghazal, Ashraf Khalil, Andrew E. Switala, Robert S. Keynton
2019 — conf
Chronic Wound Healing Assessment System Based on Color and Texture Analysis.
IST
Mohammed Elmogy, Ashraf Khalil, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz
2019 — conf
Detecting Prostate Cancer Using A CNN-Based System Without Segmentation.
ISBI
Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2019 B conf
Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging.
ICIP
Islam Reda, Ayman El-Baz, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Ashraf Khalil, Robert Keynton
2019 B conf
Early Assessment of Renal Transplants Using BOLD-MRI: Promising Results.
ICIP
Mohamed Shehata, Robert Keynton, Ayman El-Baz, Ahmed Shalaby, Mohammed Ghazal, Mohamed Abou El-Ghar, Mohamed A. Badawy, Garth M. Beache, Amy C. Dwyer, Moumen T. El-Melegy, Guruprasad Giridharan
2019 J jnl
Level sets-based image segmentation approach using statistical shape priors.
Appl. Math. Comput.
Ahmed ElTanboly, Mohammed Ghazal, Hassan Hajjdiab, Ahmed Shalaby, Andy Switala, Ali Mahmoud, Prasanna K. Sahoo, Magdi El-Azab, Ayman El-Baz
2019 J jnl
Vegetation Cover Estimation Using Convolutional Neural Networks.
IEEE Access
Mohammed Ghazal, Ali Mahmoud, Ali Aslantas, Ahmed Soliman, Ahmed Shalaby, Jón Atli Benediktsson, Ayman El-Baz
2018 — conf
A Computer-Aided System for Prostate Cancer Diagnosis.
ISSPIT
Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2018 — conf
A Computer-Aided System for Prostate Cancer Diagnosis.
ISSPIT
Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2018 B conf
A New 3D CNN-based CAD System for Early Detection of Acute Renal Transplant Rejection.
ICPR
Hisham Abdeltawab, Mohamed Shehata, Ahmed Shalaby, Samineh Mesbah, Maryam El-Baz, Mohammed Ghazal, Yasmina Alkhalil, Mohamed Abou El-Ghar, Amy C. Dwyer, Moumen T. El-Melegy, Ayman El-Baz
2018 — conf
A New Fast Framework for Early Detection of Prostate Cancer Without Prostate Segmentation.
IST
Islam Reda, Ahmed Shalaby, Mohammed Elmogy, Mohammed Ghazal, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2018 B conf
A Novel ADCs-Based CNN Classification System for Precise Diagnosis of Prostate Cancer.
ICPR
Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Abou El-Fetouh, Babajide O. Ayinde, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2018 — conf
A Novel MRA-Based Framework For Detecting Correlation Between Cerebrovascular Changes and Mean Arterial Pressure.
IST
Heba Kandil, Ahmed Soliman, Mohammed Ghazal, Ali Mahmoud, Ahmed ElTanboly, Samineh Mesbah, Ali Aslantas, Ahmed Shalaby, Guruprasad A. Giridharan, Adel Elmaghraby, Ayman El-Baz
2018 — conf
A Review on the Cerebrovascular Segmentation Methods.
ISSPIT
Fatma Taher, Ali Mahmoud, Ahmed Shalaby, Ayman El-Baz
2018 — conf
A new CNN-based system for early diagnosis of prostate cancer.
ISBI
Islam Reda, Babajide O. Ayinde, Mohammed M. Elmogy, Ahmed Shalaby, Moumen T. El-Melegy, Mohamed Abou El-Ghar, Ahmed Abou El-Fetouh, Mohammed Ghazal, Ayman El-Baz
2018 — conf
A novel MRA framework based on integrated global and local analysis for accurate segmentation of the cerebral vascular system.
ISBI
Heba Kandil, Ahmed Soliman, Luay Fraiwan, Ahmed Shalaby, Ali H. Mahmoud, Ahmed ElTanboly, Adel Elmaghraby, Guruprasad A. Giridharan, Ayman El-Baz
2018 — conf
An integrated framework for automatic clinical assessment of diabetic retinopathy grade using spectral domain OCT images.
ISBI
Ahmed ElTanboly, Mohammed Ghazal, Ashraf Khalil, Ahmed Shalaby, Ali Mahmoud, Andy Switala, Magdi El-Azab, Shlomit Schaal, Ayman El-Baz
2018 — conf
Automated Staging of Diabetic Retinopathy Using a 2D Convolutional Neural Network.
ISSPIT
Mohamed Shaban, Zeliha Ogur, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Harpal Sandhu, Henry Kaplan, Ayman El-Baz
2018 — conf
Computer-Aided Diagnosis of Prostate Cancer on Diffusion Weighted Imaging: A Technical Review.
IST
Ahmed Shalaby, Hassan Hajjdiab, Mohammed Ghazal, Islam Reda, Mohammed Elmogy, Ahmed Aboulfotouh, Ali Mahmoud, Ahmed El-giziri, Adel Elmaghraby, Ayman El-Baz
2018 — conf
Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS Reports.
MICCAI (3)
Omar Dekhil, Mohamed T. Ali, Ahmed Shalaby, Ali Mahmoud, Andy Switala, Mohammed Ghazal, Hassan Hajjdiab, Begonya Garcia-Zapirain, Adel Elmaghraby, Robert Keynton, Gregory Barnes, Ayman El-Baz
2018 — conf
Towards Accurate Personalized Autism Diagnosis Using Different Imaging Modalities: sMRI, fMRI, and DTI.
ISSPIT
Yaser A. Elnakieb, Mohamed T. Ali, Omar Dekhil, Mohamed E. Khalefa, Ahmed Soliman, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Hassan Hajjdiab, Adel Elmaghraby, Robert Keynton, Gregory Barnes, Ayman El-Baz
2018 B conf
Towards Personalized Autism Diagnosis: Promising Results.
ICPR
Yaser A. Elnakieb, Matthew Nitzken, Ahmed Shalaby, Omar Dekhil, Ali Mahmoud, Andy Switala, Adel Elmaghraby, Robert Keynton, Mohammed Ghazal, Ashraf Khalil, Gregory Barnes, Ayman El-Baz
2018 — conf
Using resting state functional MRI to build a personalized autism diagnosis system.
ISBI
Omar Dekhil, Hassan Hajjdiab, Babajide O. Ayinde, Ahmed Shalaby, Andy Switala, Dawn Sosnin, Aliaa Elshamekh, Mohammed Ghazal, Robert Keynton, Gregory Barnes, Ayman El-Baz
2017 — conf
A Novel Automatic Segmentation Method to Quantify the Effects of Spinal Cord Injury on Human Thigh Muscles and Adipose Tissue.
MICCAI (2)
Samineh Mesbah, Ahmed Shalaby, Sean Stills, Ahmed Soliman, Andrea Willhite, Susan Harkema, Enrico Rejc, Ayman El-Baz
2017 J jnl
A comprehensive non-invasive framework for diagnosing prostate cancer.
Comput. Biol. Medicine
Islam Reda, Ahmed Shalaby, Mohammed M. Elmogy, Ahmed Abou Elfotouh, Fahmi Khalifa, Mohamed Abou El-Ghar, Ehsan Hosseini-Asl, Georgy L. Gimel'farb, Naoufel Werghi, Ayman El-Baz
2017 B conf
A new deep-learning approach for early detection of shape variations in autism using structural mri.
ICIP
Marwa Ismail, Gregory Barnes, Matthew Nitzken, Andrew E. Switala, Ahmed Shalaby, Ehsan Hosseini-Asl, Manuel Casanova, Robert Keynton, Ashraf Khalil, Ayman El-Baz
2017 — conf
A novel CAD system for autism diagnosis using structural and functional MRI.
ISBI
Omar Dekhil, M. Ismail, Ahmed Shalaby, Andrew E. Switala, Adel Said Elmaghraby, Robert Keynton, Georgy L. Gimel'farb, Gregory Barnes, Ayman El-Baz
2017 J jnl
Automated framework for accurate segmentation of pressure ulcer images.
Comput. Biol. Medicine
Begonya Garcia-Zapirain, Ahmed Shalaby, Ayman El-Baz, Adel Elmaghraby
2017 B conf
Automatic 3-D muscle and fat segmentation of thigh magnetic resonance images in individuals with spinal cord injury.
ICIP
Samineh Mesbah, Ahmed Shalaby, Andrea Willhite, Susan Harkema, Enrico Rejc, Ayman El-Baz
2016 — conf
A new NMF-autoencoder based CAD system for early diagnosis of prostate cancer.
ISBI
Islam Reda, Ahmed Shalaby, Mohamed Abou El-Ghar, Fahmi Khalifa, Mohammed M. Elmogy, Ahmed Aboulfotouh, Ehsan Hosseini-Asl, Ayman El-Baz, Robert Keynton
2016 B conf
Computer-aided diagnostic tool for early detection of prostate cancer.
ICIP
Islam Reda, Ahmed Shalaby, Fahmi Khalifa, Mohammed M. Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Ehsan Hosseini-Asl, Naoufel Werghi, Robert Keynton, Ayman El-Baz
2016 — conf
Image-Based Computer-Aided Diagnostic System for Early Diagnosis of Prostate Cancer.
MICCAI (1)
Islam Reda, Ahmed Shalaby, Mohammed M. Elmogy, Ahmed Aboulfotouh, Fahmi Khalifa, Mohamed Abou El-Ghar, Georgy L. Gimel'farb, Ayman El-Baz