Ahmed Shalaby

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 55

Top Topics

Convolutional Neural Networks

Early Detection

Accurate Segmentation

Top Venues

Publications

Bassant E. Youssef, Ahmed Alksas, Ahmed Shalaby, Ali Mahmoud, Eric Van Bogaert, Sohail Contractor, Mohammed Ghazal, Adel Elmaghraby, Ayman El-Baz
A Novel Technique of Pulmonary Nodules Auto Segmentation Using Modified Convolutional Neural Networks. ISBI (2023)
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
Integrated Deep Learning and Stochastic Models for Accurate Segmentation of Lung Nodules From Computed Tomography Images: A Novel Framework. IEEE Access 11 (2023)
Aldosary Saad, Ahmed Shalaby, Abdallah A. Mohamed
Research on the internet of vehicles assisted traffic management systems for observing traffic density. Comput. Electr. Eng. 101 (2022)
Mohamed T. Ali, Yaser A. Elnakieb, Ahmed Shalaby, Ahmed Elnakib, Ali Mahmoud, Huma Zia, Mohammed Ghazal, Gregory Barnes, Ayman El-Baz
Understanding Autism Using Machine Learning: A Structural MRI Study. ICPR (2022)
Ayman El-Baz, Guruprasad A. Giridharan, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal
Special Issue "Computer Aided Diagnosis Sensors". Sensors 22 (20) (2022)
Reem Haweel, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Noha Seada, Said Ghoniemy, Gregory Barnes, Ayman El-Baz
A Novel Dwt-Based Discriminant Features Extraction From Task-Based Fmri: An Asd Diagnosis Study Using Cnn. ISBI (2021)
Omar Dekhil, Ahmed Shalaby, Ahmed Soliman, Ali Mahmoud, Maiying Kong, Gregory Barnes, Adel Elmaghraby, Ayman El-Baz
Identifying brain areas correlated with ADOS raw scores by studying altered dynamic functional connectivity patterns. Medical Image Anal. 68 (2021)
Mohamed Shaban, Reem Salim, Hadil Abu Khalifeh, Adel Khelifi, Ahmed Shalaby, Shady El-Mashad, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz
A Deep-Learning Framework for the Detection of Oil Spills from SAR Data. Sensors 21 (7) (2021)
Reem Haweel, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal, Noha Seada, Said Ghoniemy, Manuel Casanova, Gregory N. Barnes, Ayman El-Baz
A Novel Grading System for Autism Severity Level Using Task-Based Functional MRI: A Response to Speech Study. IEEE Access 9 (2021)
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
A Personalized Computer-Aided Diagnosis System for Mild Cognitive Impairment (MCI) Using Structural MRI (sMRI). Sensors 21 (16) (2021)
Mohamed T. Ali, Yaser A. Elnakieb, Ahmed Shalaby, Ali H. Mahmoud, Andy Switala, Mohammed Ghazal, Adel Khelifi, Luay Fraiwan, Georgy Barnes, Ayman El-Baz
Autism Classification Using SMRI: A Recursive Features Selection Based on Sampling from Multi-Level High Dimensional Spaces. ISBI (2021)
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
Role of AI and Histopathological Images in Detecting Prostate Cancer: A Survey. Sensors 21 (8) (2021)
Yaser A. Elnakieb, Mohamed T. Ali, Ahmed Elnakib, Ahmed Shalaby, Ahmed Soliman, Ali Mahmoud, Mohammed Ghazal, Gregory N. Barnes, Ayman El-Baz
The Role of Diffusion Tensor MR Imaging (DTI) of the Brain in Diagnosing Autism Spectrum Disorder: Promising Results. Sensors 21 (24) (2021)
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
Precise Identification of Prostate Cancer from DWI Using Transfer Learning. Sensors 21 (11) (2021)
Mohammed Ghazal, Samr Samir Ali, Ali H. Mahmoud, Ahmed Shalaby, Ayman El-Baz
Accurate Detection of Non-Proliferative Diabetic Retinopathy in Optical Coherence Tomography Images Using Convolutional Neural Networks. IEEE Access 8 (2020)
Fatma Taher, Ahmed Soliman, Heba Kandil, Ali Mahmoud, Ahmed Shalaby, Georgy L. Gimel'farb, Ayman El-Baz
Accurate Segmentation of Cerebrovasculature From TOF-MRA Images Using Appearance Descriptors. IEEE Access 8 (2020)
Fatma Taher, Ahmed Soliman, Heba Kandil, Ali Mahmoud, Ahmed Shalaby, Georgy L. Gimel'farb, Ayman El-Baz
Precise Cerebrovascular Segmentation. ICIP (2020)
Mohamed Shehata, Mohammed Ghazal, Hadil Abu Khalifeh, Ashraf Khalil, Ahmed Shalaby, Amy C. Dwyer, Ashraf M. Bakr, Robert Keynton, Ayman El-Baz
A Deep Learning-Based Cad System For Renal Allograft Assessment: Diffusion, Bold, And Clinical Biomarkers. ICIP (2020)
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
Computer Aided Autism Diagnosis Using Diffusion Tensor Imaging. IEEE Access 8 (2020)
Mohammed Ghazal, Ali Mahmoud, Ahmed Shalaby, Shams Shaker, Adel Khelifi, Ayman El-Baz
Precise Statistical Approach for Leaf Segmentation. ICIP (2020)
Reem Haweel, Omar Dekhil, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal, Ashraf Khalil, Robert Keynton, Gregory Barnes, Ayman El-Baz
A Novel Framework for Grading Autism Severity Using Task-Based FMRI. ISBI (2020)
Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
Detecting Prostate Cancer Using A CNN-Based System Without Segmentation. ISBI (2019)
Islam R. Abdelmaksoud, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Robert Keynton, Ayman El-Baz
An Accurate System for Prostate Cancer Localization from Diffusion-Weighted MRI. IST (2019)
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
Autism Spectrum Disorder Diagnosis framework using Diffusion Tensor Imaging. IST (2019)
Mohammed Elmogy, Ashraf Khalil, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz
Chronic Wound Healing Assessment System Based on Color and Texture Analysis. IST (2019)
Reem Haweel, Omar Dekhil, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Robert Keynton, Gregory Barnes, Ayman El-Baz
A Machine Learning Approach for Grading Autism Severity Levels Using Task-based Functional MRI. IST (2019)
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
Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging. ICIP (2019)
Mohamed Shehata, Robert Keynton, Ayman El-Baz, Ahmed Shalaby, Mohammed Ghazal, Mohamed Abou El-Ghar, M. A. Badawy, Garth M. Beache, Amy C. Dwyer, Moumen T. El-Melegy, Guruprasad Giridharan
Early Assessment of Renal Transplants Using BOLD-MRI: Promising Results. ICIP (2019)
Mohammed Ghazal, Ali Mahmoud, Ali Aslantas, Ahmed Soliman, Ahmed Shalaby, Jón Atli Benediktsson, Ayman El-Baz
Vegetation Cover Estimation Using Convolutional Neural Networks. IEEE Access 7 (2019)
Ahmed ElTanboly, Mohammed Ghazal, Hassan Hajjdiab, Ahmed Shalaby, Andy Switala, Ali Mahmoud, Prasanna K. Sahoo, Magdi El-Azab, Ayman El-Baz
Level sets-based image segmentation approach using statistical shape priors. Appl. Math. Comput. 340 (2019)
Omar Dekhil, Hassan Hajjdiab, Babajide O. Ayinde, Ahmed Shalaby, Andy Switala, Dawn Sosnin, Aliaa Elshamekh, Mohammed Ghazal, Robert Keynton, Gregory Barnes, Ayman El-Baz
Using resting state functional MRI to build a personalized autism diagnosis system. ISBI (2018)
Islam Reda, Ahmed Shalaby, Mohammed Elmogy, Mohammed Ghazal, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
A New Fast Framework for Early Detection of Prostate Cancer Without Prostate Segmentation. IST (2018)
Ahmed ElTanboly, Mohammed Ghazal, Ashraf Khalil, Ahmed Shalaby, Ali Mahmoud, Andy Switala, Magdi El-Azab, Shlomit Schaal, Ayman El-Baz
An integrated framework for automatic clinical assessment of diabetic retinopathy grade using spectral domain OCT images. ISBI (2018)
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
Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS Reports. MICCAI (3) (2018)
Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
A Computer-Aided System for Prostate Cancer Diagnosis. ISSPIT (2018)
Heba Kandil, Ahmed Soliman, Luay Fraiwan, Ahmed Shalaby, Ali H. Mahmoud, Ahmed ElTanboly, Adel Elmaghraby, Guruprasad A. Giridharan, Ayman El-Baz
A novel MRA framework based on integrated global and local analysis for accurate segmentation of the cerebral vascular system. ISBI (2018)
Mohamed Shaban, Zeliha Ogur, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Harpal Sandhu, Henry Kaplan, Ayman El-Baz
Automated Staging of Diabetic Retinopathy Using a 2D Convolutional Neural Network. ISSPIT (2018)
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
A Novel ADCs-Based CNN Classification System for Precise Diagnosis of Prostate Cancer. ICPR (2018)
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
Towards Accurate Personalized Autism Diagnosis Using Different Imaging Modalities: sMRI, fMRI, and DTI. ISSPIT (2018)
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
A new CNN-based system for early diagnosis of prostate cancer. ISBI (2018)
Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
A Computer-Aided System for Prostate Cancer Diagnosis. ISSPIT (2018)
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
Towards Personalized Autism Diagnosis: Promising Results. ICPR (2018)
Fatma Taher, Ali Mahmoud, Ahmed Shalaby, Ayman El-Baz
A Review on the Cerebrovascular Segmentation Methods. ISSPIT (2018)
Ahmed Shalaby, Hassan Hajjdiab, Mohammed Ghazal, Islam Reda, Mohammed Elmogy, Ahmed Aboulfotouh, Ali Mahmoud, Ahmed El-giziri, Adel Elmaghraby, Ayman El-Baz
Computer-Aided Diagnosis of Prostate Cancer on Diffusion Weighted Imaging: A Technical Review. IST (2018)
Heba Kandil, Ahmed Soliman, Mohammed Ghazal, Ali Mahmoud, Ahmed ElTanboly, Samineh Mesbah, Ali Aslantas, Ahmed Shalaby, Guruprasad A. Giridharan, Adel Elmaghraby, Ayman El-Baz
A Novel MRA-Based Framework For Detecting Correlation Between Cerebrovascular Changes and Mean Arterial Pressure. IST (2018)
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
A New 3D CNN-based CAD System for Early Detection of Acute Renal Transplant Rejection. ICPR (2018)
Omar Dekhil, M. Ismail, Ahmed Shalaby, Andrew E. Switala, Adel Said Elmaghraby, Robert Keynton, Georgy L. Gimel'farb, Gregory Barnes, Ayman El-Baz
A novel CAD system for autism diagnosis using structural and functional MRI. ISBI (2017)
Samineh Mesbah, Ahmed Shalaby, Andrea Willhite, Susan Harkema, Enrico Rejc, Ayman El-Baz
Automatic 3-D muscle and fat segmentation of thigh magnetic resonance images in individuals with spinal cord injury. ICIP (2017)
Begonya Garcia-Zapirain, Ahmed Shalaby, Ayman El-Baz, Adel Elmaghraby
Automated framework for accurate segmentation of pressure ulcer images. Comput. Biol. Medicine 90 (2017)
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
A comprehensive non-invasive framework for diagnosing prostate cancer. Comput. Biol. Medicine 81 (2017)
Marwa Ismail, Gregory Barnes, Matthew Nitzken, Andrew E. Switala, Ahmed Shalaby, Ehsan Hosseini-Asl, Manuel Casanova, Robert Keynton, Ashraf Khalil, Ayman El-Baz
A new deep-learning approach for early detection of shape variations in autism using structural mri. ICIP (2017)
Samineh Mesbah, Ahmed Shalaby, Sean Stills, Ahmed Soliman, Andrea Willhite, Susan Harkema, Enrico Rejc, Ayman El-Baz
A Novel Automatic Segmentation Method to Quantify the Effects of Spinal Cord Injury on Human Thigh Muscles and Adipose Tissue. MICCAI (2) (2017)
Islam Reda, Ahmed Shalaby, Mohammed M. Elmogy, Ahmed Aboulfotouh, Fahmi Khalifa, Mohamed Abou El-Ghar, Georgy L. Gimel'farb, Ayman El-Baz
Image-Based Computer-Aided Diagnostic System for Early Diagnosis of Prostate Cancer. MICCAI (1) (2016)
Islam Reda, Ahmed Shalaby, Mohamed Abou El-Ghar, Fahmi Khalifa, Mohammed M. Elmogy, Ahmed Aboulfotouh, Ehsan Hosseini-Asl, Ayman El-Baz, Robert Keynton
A new NMF-autoencoder based CAD system for early diagnosis of prostate cancer. ISBI (2016)
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
Computer-aided diagnostic tool for early detection of prostate cancer. ICIP (2016)