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ORCIDAli Mahmoud 0001
Ali H. Mahmoud
Person information
- affiliation: University of Louisville, Bioengineering Department, KY, USA
Other persons with the same name
- Ali Mahmoud 0002
![[0000-0002-9843-2906]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-9843-2906")
— Huazhong University of Science and Technology, School of Civil and Hydraulic Engineering, Wuhan, China - Ali Mahmoud 0003 — Helwan University, Department of Computer Science, Egypt
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2020 – today
- 2024
[j17]Israa Sharaby, Hossam Magdy Balaha, Ahmed Alksas, Ali Mahmoud, Mohamed Abou El-Ghar, Ashraf Khalil, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz:
Artificial Intelligence-Based Kidney Segmentation With Modified Cycle-Consistent Generative Adversarial Network and Appearance-Based Shape Prior. IEEE Access 12: 162536-162548 (2024)- [j16]Ahmed Alksas, Ahmed Sharafeldeen, Hossam Magdy Balaha, Mohammad Z. Haq, Ali Mahmoud, Mohammed Ghazal, Norah Saleh Alghamdi, Marah Talal Alhalabi, Jawad Yousaf, Harpal Sandhu, Ayman El-Baz:
Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling. Comput. Methods Programs Biomed. 254: 108309 (2024) - [c36]Ahmed Alksas, Ahmed Sharafeldeen, Hossam Magdy Balaha, Mohammed Ghazal, Marah Talal Alhalabi, Ali Mahmoud, Rasha Hassan, Jawad Yousaf, Harpal Sandhu, Ayman El-Baz:
Retinal Vascular System Segmentation based on Non-Linear Map-Based Estimation of Joint MGRF Model. ISBI 2024: 1-4 - [c35]Aya A. Abd El-Khalek, Hossam Magdy Balaha, Ali Mahmoud, Norah Saleh Alghamdi, Mohammed Ghazal, Abeer Twakol Khalil, Mohy Eldin A. Abo-Elsoud, Ayman El-Baz:
A Novel Machine Learning-Based Classification Framework for Age-Related Macular Degeneration (AMD) Diagnosis from Fundus Images. ISBI 2024: 1-4 - [c34]Mohamed Khudri, Mostafa Abdelrahim, Mohamed T. Ali, Ahmed Elnakib, Ahmed Shalaby, Ali Mahmoud, Sohail Contractor, Gregory N. Barnes, Ayman El-Baz:
Precision Diagnosis of Autism Through Resting FMRI and Machine Learning. ISBI 2024: 1-4 - 2023
- [j15]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: 99807-99821 (2023) - [c33]Hossam Magdy Balaha, Sarah M. Ayyad, Ahmed Alksas, Ali E. Takieldeen, Mohamed A. Badawy, Mohamed Shehata, Mohamed Abou El-Ghar, Mohammed Ghazal, Ali Mahmoud, Sohail Contractor, Ayman El-Baz:
Early Diagnosis of Prostate Cancer Using Parametric Estimation of IVIM from DW-MRI. ICIP 2023: 2910-2914 - [c32]Ahmed Aboudessouki, Khadiga M. Ali, Mohamed Elsharkawy, Ahmed Alksas, Ali Mahmoud, Fahmi Khalifa, Mohammed Ghazal, Jawad Yousaf, Hadil Abu Khalifeh, Ayman El-Baz:
Automated Diagnosis of Breast Cancer Using Deep Learning-Based Whole Slide Image Analysis of Molecular Biomarkers. ICIP 2023: 2965-2969 - [c31]Ahmed Sharafeldeen, Ahmed Alksas, Mohammed Ghazal, Maha Yaghi, Adel Khelifi, Ali Mahmoud, Sohail Contractor, Eric Van Bogaert, Ayman El-Baz:
Accurate Segmentation for Pathological Lung Based on Integration of 3D Appearance and Surface Models. ICIP 2023: 3130-3134 - [c30]Israa Sharaby, Ahmed Alksas, A. Nashat, Hossam Magdy Balaha, Mohamed Shehata, M. Gayhart, Ali Mahmoud, Mohammed Ghazal, Ashraf Khalil, Rasha T. Abouelkheir, Ahmed Elmahdy, A. Abdelhalim, A. Mosbah, Ayman El-Baz:
An AI-Based CAP Framework for Wilms' Tumor Preoperative Chemotherapy Susceptibility. ISBI 2023: 1-4 - [c29]Ahmed Sharafeldeen, Mahmoud Elgafi, Ahmed Elnakib, Ali Mahmoud, Ahmed Elgarayhi, Norah Saleh Alghamdi, Mohammed Sallah, Ayman El-Baz:
Diabetic Retinopathy Detection Using 3D OCT Features. ISBI 2023: 1-4 - [c28]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: 1-4 - 2022
- [j14]Sarah M. Ayyad, Mohamed A. Badawy, Mohamed Shehata, Ahmed Alksas, Ali Mahmoud, Mohamed Abou El-Ghar, Mohammed Ghazal, Moumen T. El-Melegy, Nahla B. Abdel-Hamid, Labib M. Labib, H. Arafat Ali, Ayman El-Baz:
A New Framework for Precise Identification of Prostatic Adenocarcinoma. Sensors 22(5): 1848 (2022) - [j13]Mohamed El-Sharkawy, Mostafa Elrazzaz, Ahmed Sharafeldeen, Marah Talal Alhalabi, Fahmi Khalifa, Ahmed Soliman, Ahmed Elnakib, Ali Mahmoud, Mohammed Ghazal, Eman M. El-Daydamony, Ahmed Atwan, Harpal Singh Sandhu, Ayman El-Baz:
The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey. Sensors 22(9): 3490 (2022) - [j12]Ayman El-Baz, Guruprasad A. Giridharan, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal:
Special Issue "Computer Aided Diagnosis Sensors". Sensors 22(20): 8052 (2022) - [c27]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: 4350-4357 - 2021
- [j11]Reem Haweel, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal, Noha A. 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: 100570-100582 (2021) - [j10]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: 101899 (2021) - [j9]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): 2351 (2021) - [j8]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): 3664 (2021) - [j7]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): 5416 (2021) - [j6]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): 8171 (2021) - [c26]Reem Haweel, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Noha A. 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: 196-199 - [c25]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: 267-270 - 2020
- [j5]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: 34387-34397 (2020) - [j4]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: 96139-96149 (2020) - [j3]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: 191298-191308 (2020) - [c24]Fatma Taher, Ahmed Soliman, Heba Kandil, Ali Mahmoud, Ahmed Shalaby, Georgy L. Gimel'farb, Ayman El-Baz:
Precise Cerebrovascular Segmentation. ICIP 2020: 394-397 - [c23]Mohammed Ghazal, Ali Mahmoud, Ahmed Shalaby, Shams Shaker, Adel Khelifi, Ayman El-Baz:
Precise Statistical Approach for Leaf Segmentation. ICIP 2020: 2985-2989 - [c22]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: 1404-1407
2010 – 2019
- 2019
- [j2]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: 132563-132576 (2019) - [j1]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: 164-179 (2019) - [c21]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: 1-5 - [c20]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: 1-5 - [c19]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: 1-5 - 2018
- [c18]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: 3862-3867 - [c17]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: 1365-1368 - [c16]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: 1431-1435 - [c15]Mohamed Shehata, Fatma Taher, Mohammed Ghazal, Ali Mahmoud, Garth M. Beache, Mohamed Abou El-Ghar, Amy C. Dwyer, Adel Elmaghraby, Ayman El-Baz:
Early Assessment of Acute Renal Rejection Post-transplantation: A Combined Imaging and Clinical Biomarkers Protocol. ISSPIT 2018: 297-302 - [c14]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: 354-358 - [c13]Fatma Taher, Ali Mahmoud, Ahmed Shalaby, Ayman El-Baz:
A Review on the Cerebrovascular Segmentation Methods. ISSPIT 2018: 359-364 - [c12]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: 447-452 - [c11]Ahmed Naglah, Fahmi Khalifa, Ali Mahmoud, Mohammed Ghazal, Paul Jones, Teena Murray, Adel Said Elmaghraby, Ayman El-Baz:
Athlete-Customized Injury Prediction using Training Load Statistical Records and Machine Learning. ISSPIT 2018: 459-464 - [c10]Heba Kandil, Ahmed Soliman, Fatma Taher, Ali Mahmoud, Adel Elmaghraby, Ayman El-Baz:
Using 3-D CNNs and Local Blood Flow Information to Segment Cerebral Vasculature. ISSPIT 2018: 701-705 - [c9]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: 1-6 - [c8]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: 1-6 - [c7]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: 240-248 - 2014
- [c6]Ahmed El-Barkouky, Ahmed Shalaby, Ali H. Mahmoud, Aly A. Farag:
Selective part models for detecting partially occluded faces in the wild. ICIP 2014: 268-272 - [c5]Ali H. Mahmoud, Ahmed El-Barkouky, James H. Graham, Aly A. Farag:
Pedestrian detection using mixed partial derivative based histogram of oriented gradients. ICIP 2014: 2334-2337 - 2013
- [c4]Eslam A. Mostafa, Aly A. Farag, Ahmed Shalaby, Asem M. Ali, Travis R. Gault, Ali H. Mahmoud:
Long term facial parts tracking in thermal imaging for uncooperative emotion recognition. BTAS 2013: 1-6 - [c3]Ali H. Mahmoud, Ahmed El-Barkouky, Heba Farag, James H. Graham, Aly A. Farag:
A Non-invasive Method for Measuring Blood Flow Rate in Superficial Veins from a Single Thermal Image. CVPR Workshops 2013: 354-359 - [c2]Ahmed El-Barkouky, Ali H. Mahmoud, James H. Graham, Aly A. Farag:
An interactive educational drawing system using a humanoid robot and light polarization. ICIP 2013: 3407-3411 - 2012
- [c1]Ali H. Mahmoud, Moumen T. El-Melegy, Aly A. Farag:
Direct method for shape recovery from polarization and shading. ICIP 2012: 1769-1772
Coauthor Index
Gregory Barnes 0001
aka: Gregory N. Barnes
aka: Gregory N. Barnes
Ayman El-Baz
aka: Ayman S. El-Baz
aka: Ayman S. El-Baz
Adel Said Elmaghraby
aka: Adel Elmaghraby
aka: Adel Elmaghraby
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