Mohammed Ghazal
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
67
Venues
9
Active years
2005–2026
Best venue rank
B
Where they publish
Papers
67 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ICPR | SDUNet: Shape-Depth Aware Hybrid UNet for Improved Kidney Segmentation in Diffusion-Weighted MRI. | Ibrahim Abdelhalim, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Asem M. Ali, Mohammed Ghazal, Ali Mahmoud, Sohail Contractor, Ayman El-Baz |
| 2026 | ICPR | Bidirectional Cross-Modal Attention Gating for Multimodal Estrogen Receptor Status Classification in Breast Cancer. | Mohamed T. Azam, Walid Mohamed, Khadiga M. Ali, Ahmed Aboudessouki, Hossam Magdy Balaha, Moumen T. El-Melegy, Asem M. Ali, Mohammed Ghazal, Ashraf Khalil, Dibson D. Gondim, Ayman El-Baz |
| 2026 | ICPR | EG-SPXNet: Edge-Gated Superpixel Graph Neural Networks for Interpretable Retinal Disease Grading. | Mohamed El-Sharkawy, Sadman Sakib, Moumen T. El-Melegy, Asem M. Ali, Ali Mahmoud, Mohammed Ghazal, Ashraf Khalil, Wei Wang, Ayman El-Baz |
| 2026 | ICPR | Quantifying Multi-site Heterogeneity in Tractography-Based Regression of SRS Cognition in Autism Spectrum Disorder. | Mohamed Khudri, Mostafa Abdelrahim, Moumen T. El-Melegy, Ali Mahmoud, Asem M. Ali, Ahmed Shalaby, Mohammed Ghazal, Fatma Taher, Sohail Contractor, Gregory N. Barnes, Ayman El-Baz |
| 2026 | ICPR | Multimodal Diabetic Retinopathy Classification from OCT via Supergraph Edge-Type Graph Attention. | Sadman Sakib, Mohamed Elsharkawy, Moumen T. El-Melegy, Asem M. Ali, Ali Mahmoud, Ashraf Sewelam, Mohammed Ghazal, Ayman El-Baz |
| 2026 | ICPR | 3D NMIBC Segmentation via Texture-Guided Frequency-Aware Transformer on T2-Weighted MRI. | Israa Sharaby, Ahmed Alksas, Osama Ezzat, Amr A. Elsawy, Rasha T. Abouelkheir, Ahmed Elmahdy, Sherry M. Khater, Moumen T. El-Melegy, Asem M. Ali, Ali Mahmoud, Mohammed Ghazal, Sohail Contractor, Mahmoud A. Bazeed, Ahmed Mosbah, Ayman El-Baz |
| 2025 | ICASSP | Enhanced Breast Cancer Molecular Biomarker Classification: A Novel Two-Stage Machine Learning Pipeline for Accurate Histological Analysis of Whole Slide Images. | Ahmed Aboudessouki, Khadiga M. Ali, Ahmed Alksas, Mohamed Elsharkawy, M. ABO Rahma, Mohammed Ghazal, Nagham E. Mekky, Eman El-Daydamony, Dibson D. Gondim, Ayman El-Baz |
| 2025 | ICASSP | SABiT-MNet: Scale-Adaptive Autoencoder with BiT-M Model for Identifying AMD Grades. | Niveen Nasr El-Den, Mohamed Elsharkawy, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Hani Mahdi, Ayman El-Baz |
| 2025 | ICASSP | A CT-based Prediction System for Determining Respiratory Support Level in COVID-19 Patients. | Ahmed Sharafeldeen, Hossam Magdy Balaha, Ibrahim Shawky Farahat, Mohammed Ghazal, James Connelly, Eric Van Bogaert, Ayman El-Baz |
| 2025 | ICIP | Afmunet: Adaptive Filter-Based Frequency Modulation UNET For OCTA Segmentation. | Ibrahim Abdelhalim, Mohamed El-Sharkawy, Fatma Taher, Ashraf Khalil, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz |
| 2025 | ICIP | RAW: Region Attention-Weighted Guided Network with Inter-Region Exchange for AMD Grading. | Ibrahim Abdelhalim, Mohamed El-Sharkawy, Fatma Taher, Wei Wang, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz |
| 2025 | ICIP | A Novel AI Framework for Breast Cancer Molecular Biomarker Response Score Detection on Cells Level Using Marker-Based Watershed Segmentation and Machine Learning Classifiers. | Ahmed Aboudessouki, Khadiga M. Ali, Ahmed Alksas, Mohamed Elsharkawy, Mohamed T. Azam, Hossam Magdy Balaha, M. Aborahma, Ali Mahmoud, Mohammed Ghazal, Fatma Taher, Nagham E. Mekky, Fathi E. Abd El-Samie, Dibson D. Gondim, Ayman El-Baz |
| 2025 | ICIP | Crossdr: Bridging 2D And 3D Features For Diabetic Retinopathy Classification Using Context-Aware Cross-Attention. | Mohamed El-Sharkawy, Ibrahim Abdelhalim, Fatma Taher, Asem M. Ali, Mohammed Ghazal, Ali Mahmoud, Guruprasad Giridharan, Wei Wang, Ayman El-Baz |
| 2025 | ICIP | A Novel Automated System for Pathological Lung Segmentation Using Modified Local Binary Patterns and Hierarchical Transformers. | Ahmed Sharafeldeen, Fatma Taher, Mohammed Ghazal, Ashraf Khalil, Ali Mahmoud, Sohail Contractor, Ayman El-Baz |
| 2024 | DeSE | Role of Deep Learning Models in Intelligent Classification of Various Date Fruit Bunches. | Zainab Abuowda, Nour Salam, Shorouk Ramadan, Taimur Hassan, Mohammed Ghazal, Eqab R. F. Almajali, Abir Jaafar Hussain, Jawad Yousaf |
| 2024 | DeSE | A Review of Screening Heart and Lung Diseases using Auscultation and Artificial Intelligence. | Samah Osama, Leqaa Salah, Gena Dahi, Mohammed Ghazal, Eqab R. F. Almajali, Abir Jaafar Hussain, Jawad Yousaf, Taimur Hassan |
| 2024 | ICIP | A Neuroimaging Yolov8-Based Cad Framework for Anosmia Grading in Covid-19. | Hossam Magdy Balaha, Mayada Elgendy, Ahmed Alksas, Mohamed Shehata, Norah Saleh Alghamdi, Fatma Taher, Mohammed Ghazal, Mahitab Ghoneim, Eslam Hamed, Fatma Sherif, Ahmed Elgarayhi, Mohammed Sallah, Mohamed Abdelbadie Salem, Elsharawy Kamal, Harpal Sandhu, Ayman El-Baz |
| 2024 | ICIP | A Novel Approach for 3D Renal Segmentation Using a Modified GAN Model and Texture Analysis. | Israa Sharaby, Ahmed Alksas, Hossam Magdy Balaha, Ali Mahmoud, Mohammed Ali Badawy, Mohamed Abou El-Ghar, Ashraf Khalil, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz |
| 2024 | ICIP | Automated Segmentation of Lung Regions in 3D CT Scans Using Hybrid Unsupervised-Supervised Models. | Ahmed Sharafeldeen, Adel Khelifi, Mohammed Ghazal, Maha Yaghi, Sohail Contractor, Ayman El-Baz |
| 2024 | ICPR | MUMR: Mask-UnMask Regions Framework for AMD Grades Classification Based on Inter-regional Interactions. | Ibrahim Abdelhalim, Mohamed Elsharkawy, Namuunaa Nadmid, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz |
| 2024 | ICPR | Histopathological Diagnosis of Meningioma and Solitary Fibrous Tumors Based on a Multi-scale Fusion Approach Utilizing Vision Transformer and Texture Analysis. | Mohamed T. Azam, Hossam Magdy Balaha, Dibson D. Gondim, Akshitkumar Mistry, Mohammed Ghazal, Ayman El-Baz |
| 2024 | ICPR | Harnessing Vision Transformers for Precise and Explainable Breast Cancer Diagnosis. | Hossam Magdy Balaha, Khadiga M. Ali, Dibson D. Gondim, Mohammed Ghazal, Ayman El-Baz |
| 2024 | ICPR | Integrated Grading Framework for Histopathological Breast Cancer: Multi-level Vision Transformers, Textural Features, and Fusion Probability Network. | Hossam Magdy Balaha, Khadiga M. Ali, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz |
| 2024 | ICPR | A New AI System for Precise Grading of HCC Based on Analyzing DW-MRI Radiomics and Alpha-fetoprotein as Liver Cancer Clinical Marker. | Abdelrhman Elkhouly, Ahmed Alksas, Gehad A. Saleh, Mohamed Shehata, Abdelrahman Karawia, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz |
| 2024 | ICPR | TransNetOCT: An Efficient Transformer-Based Model for 3D-OCT Segmentation Using Prior Shape. | Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Mohammad Z. Haq, Rayan Haq, Ali Mahmoud, Harpal Singh Sandhu, Aristomenis Thanos, Ayman El-Baz |
| 2024 | ICPR | A Multimodal MRI-based Framework for Thyroid Cancer Diagnosis Using eXplainable Machine Learning. | Ahmed Sharafeldeen, Hossam Magdy Balaha, Ali Mahmoud, Reem Khaled, Saher Taman, Manar Mansour Hussein, Mohammed Ghazal, Ayman El-Baz |
| 2024 | ICPR | Unsupervised Segmentation of Pulmonary Regions in 3D CT Scans Optimized Using Transformer Model. | Ahmed Sharafeldeen, Adel Khelifi, Mohammed Ghazal, Maha Yaghi, Ali Mahmoud, Sohail Contractor, Ayman El-Baz |
| 2023 | DeSE | Safer Navigation: The AI-Powered Smart Cane for the Visually Impaired. | Abdalla Gad, Bara Fteiha, Jawaher Alatawi, Mahra Mohammed, Mahra Almansoori, Mohammed Ghazal, Jawad Yousaf, Eqab R. F. Almajali, Abir Jaafar Hussain |
| 2023 | ICIP | Automated Diagnosis of Breast Cancer Using Deep Learning-Based Whole Slide Image Analysis of Molecular Biomarkers. | Ahmed Aboudessouki, Khadiga M. Ali, Mohamed Elsharkawy, Ahmed Alksas, Ali Mahmoud, Fahmi Khalifa, Mohammed Ghazal, Jawad Yousaf, Hadil Abu Khalifeh, Ayman El-Baz |
| 2023 | ICIP | Early Diagnosis of Prostate Cancer Using Parametric Estimation of IVIM from DW-MRI. | 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 |
| 2023 | ICIP | Accurate Segmentation for Pathological Lung Based on Integration of 3D Appearance and Surface Models. | Ahmed Sharafeldeen, Ahmed Alksas, Mohammed Ghazal, Maha Yaghi, Adel Khelifi, Ali Mahmoud, Sohail Contractor, Eric Van Bogaert, Ayman El-Baz |
| 2022 | ICPR | Understanding Autism Using Machine Learning: A Structural MRI Study. | Mohamed T. Ali, Yaser A. Elnakieb, Ahmed Shalaby, Ahmed Elnakib, Ali Mahmoud, Huma Zia, Mohammed Ghazal, Gregory Barnes, Ayman El-Baz |
| 2022 | ICPR | A Comprehensive Non-invasive System for Early Grading of Gliomas. | Ahmed Alksas, Mohamed Shehata, Hala A. A. Atef, Fatma Sherif, Maha Yaghi, Marah Talal Alhalabi, Mohammed Ghazal, Lamiaa El Serougy, Ayman El-Baz |
| 2022 | ICPR | A Pyramidal CNN-Based Gleason Grading System Using Digitized Prostate Biopsy Specimens. | Kamal Hammouda, Fahmi Khalifa, Mohammed Ghazal, Hanan E. Darwish, Jawad Yousaf, Ayman El-Baz |
| 2022 | ICPR | Thyroid Cancer Diagnostic System using Magnetic Resonance Imaging. | Ahmed Sharafeldeen, Mohamed Elsharkawy, Ahmed Shaffie, Fahmi Khalifa, Ahmed Soliman, Ahmed Naglah, Reem Khaled, Manar Mansour Hussein, Mohammed F. Alrahmawy, Samir Elmougy, Jawad Yousaf, Mohammed Ghazal, Ayman El-Baz |
| 2020 | ICIP | Precise Statistical Approach for Leaf Segmentation. | Mohammed Ghazal, Ali Mahmoud, Ahmed Shalaby, Shams Shaker, Adel Khelifi, Ayman El-Baz |
| 2020 | ICIP | Analysis Of The Importance Of Systolic Blood Pressure Versus Diastolic Blood Pressure In Diagnosing Hypertension: MRA Study. | Heba Kandil, Ahmed Soliman, Fatma Taher, Mohammed Ghazal, Mohiuddin Hadi, Adel Elmaghraby, Ayman El-Baz |
| 2020 | ICIP | A Comprehensive Framework For Accurate Classification of Pulmonary Nodules. | Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Adel Elmaghraby, Robert Keynton, Ayman El-Baz |
| 2020 | ICIP | A Deep Learning-Based Cad System For Renal Allograft Assessment: Diffusion, Bold, And Clinical Biomarkers. | Mohamed Shehata, Mohammed Ghazal, Hadil Abu Khalifeh, Ashraf Khalil, Ahmed Shalaby, Amy C. Dwyer, Ashraf M. Bakr, Robert Keynton, Ayman El-Baz |
| 2020 | ICPR | A Novel Computer-Aided Diagnostic System for Early Assessment of Hepatocellular Carcinoma. | Ahmed Alksas, Mohamed Shehata, Gehad A. Saleh, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Hadil Abu Khalifeh, Ahmed Abdel Razek, Ayman El-Baz |
| 2019 | ICIP | Early Signs Detection of Diabetic Retinopathy Using Optical Coherence Tomography Angiography Scans Based on 3D Multi-Path Convolutional Neural Network. | Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Robert Keynton, Ayman El-Baz |
| 2019 | ICIP | Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging. | 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 | ICIP | A Novel CT-Based Descriptors for Precise Diagnosis of Pulmonary Nodules. | Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Fatma Taher, Mohammed Ghazal, Neal Dunlap, Adel Elmaghraby, Robert Keynton, Ayman El-Baz |
| 2019 | ICIP | Early Assessment of Renal Transplants Using BOLD-MRI: Promising Results. | 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 |
| 2018 | ICIP | A Novel Autoencoder-Based Diagnostic System for Early Assessment of Lung Cancer. | Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Fatma Taher, Neal Dunlap, Brian Wang, Victor Van Berkel, Georgy L. Gimel'farb, Adel Elmaghraby, Ayman El-Baz |
| 2018 | ICIP | Role of Integrating Diffusion Mr Image-Markers with Clinical-Biomarkers For Early Assessment of Renal Transplants. | Mohamed Shehata, Mohammed Ghazal, Garth M. Beache, Mohamed Abou El-Ghar, Amy C. Dwyer, Hassan Hajjdiab, Ashraf Khalil, Ayman El-Baz |
| 2018 | ICIP | An Innovative 3D Adaptive Patient-Related Atlas for Automatic Segmentation of Retina Layers from Oct Images. | Ahmed A. Sleman, Ahmed ElTanboly, Ahmed Soliman, Mohammed Ghazal, Harpal Sandhu, Shlomit Schaal, Robert Keynton, Adel Elmaghraby, Ayman El-Baz |
| 2018 | ICIP | A Novel CNN Segmentation Framework Based on Using New Shape and Appearance Features. | Ahmed Soliman, Ahmed Shaffie, Mohammed Ghazal, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz |
| 2018 | ICPR | A New 3D CNN-based CAD System for Early Detection of Acute Renal Transplant Rejection. | 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 | ICPR | Significant Region-Based Framework for Early Diagnosis of Alzheimer's Disease Using | Fatma El-Zahraa A. El-Gamal, Mohammed M. Elmogy, Ahmed Atwan, Mohammed Ghazal, Gregory N. Barnes, Hassan Hajjdiab, Robert Keynton, Ayman S. El-Baz |
| 2018 | ICPR | Early Diagnosis of Diabetic Retinopathy in OCTA Images Based on Local Analysis of Retinal Blood Vessels and Foveal Avascular Zone. | Nabila Eladawi, Mohammed Elmogy, Luay Fraiwan, Francesco Pichi, Mohammed Ghazal, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Shlomit Schaal, Ayman El-Baz |
| 2018 | ICPR | Towards Personalized Autism Diagnosis: Promising Results. | 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 | ICPR | A Novel ADCs-Based CNN Classification System for Precise Diagnosis of Prostate Cancer. | 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 | MICCAI | Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS Reports. | 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 |
| 2017 | ICIP | A novel CAD system for local and global early diagnosis of Alzheimer's disease based on PIB-PET scans. | Fatma El-Zahraa A. El-Gamal, Mohammed M. Elmogy, Mohammed Ghazal, Ahmed Atwan, Gregory Barnes, Manuel F. Casanova, Robert Keynton, Ayman S. El-Baz |
| 2017 | ICIP | A new framework for incorporating appearance and shape features of lung nodules for precise diagnosis of lung cancer. | Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Fatma Taher, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Ayman El-Baz |
| 2017 | ICIP | A comprehensive framework for early assessment of lung injury. | Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Mohammed Ghazal, Ayman El-Baz |
| 2016 | WCNC | Mobile panoramic video maps over MEC networks. | Mohammed Ghazal, Yasmina Alkhalil, Assem Mhanna, Fatemeh Jalil Dehbozorgi |
| 2016 | WCNC | Mobile panoramic video maps over MEC networks. | Mohammed Ghazal, Yasmina Al Khalil, Assem Mhanna, Fatemeh Jalil Dehbozorgi |
| 2015 | WiMob | An integrated caregiver-focused mHealth framework for elderly care. | Mohammed Ghazal, Yasmina Al Khalil, Fatemeh Jalil Dehbozorgi, Marah Talal Alhalabi |
| 2007 | ICASSP | Motion and Region Detection for Effective Recursive Temporal Noise Reduction. | Mohammed Ghazal, Chang Su, Aishy Amer |
| 2007 | ICIP | Total Occlusion Correction using Invariantwavelet Features. | Mohammed Ghazal, Aishy Amer |
| 2007 | SMC | Real-time automatic detection of vandalism behavior in video sequences. | Mohammed Ghazal, Carlos Vzquez, Aishy Amer |
| 2007 | VCIP | Occlusion and split detection and correction for object tracking in surveillance applications. | Carlos Vzquez, Mohammed Ghazal, Aishy Amer |
| 2006 | ICASSP | Structure-Oriented Spatio-Temporal Video Noise Estimation. | Mohammed Ghazal, Aishy Amer, Ali Ghrayeb |
| 2006 | ICASSP | Homogeneity-Based Directional Wiener Filtering of Video Noise. | Mohammed Ghazal, Aishy Amer, Ali Ghrayeb |
| 2005 | ICIP | Homogeneity-based directional sigma filtering of video noise. | Mohammed Ghazal, Aishy Amer, Ali Ghrayeb |