Mohammed Ghazal

217 papers B 34C 4Misc 2Journal 58Unranked 119

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	A CT-based Prediction System for Determining Respiratory Support Level in COVID-19 Patients. ICASSP Ahmed Sharafeldeen, Hossam Magdy Balaha, Ibrahim Shawky Farahat, Mohammed Ghazal, James Connelly, Eric Van Bogaert, Ayman El-Baz
2025	J	`jnl`	A Comprehensive Deep Learning System With MGRF Modeling for Predicting Breast Cancer Response to Neoadjuvant Chemotherapy. IEEE Access Ahmed Sharafeldeen, Fatma Taher, Norah Saleh Alghamdi, Eman Alnaghy, Reham Alghandour, Khadiga M. Ali, Sameh Shamaa, Abdelrahman Gamal, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2025	—	`conf`	A Dual-Track Framework for Enhancing Age-Related Macular Degeneration Diagnosis Through Embedding and Vision Classification. ISBI Hossam Magdy Balaha, Ahmed Aboudessouki, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz
2025	—	`conf`	A Real-Time Modular Scheduling System for Educational Operations. FiCloud Mohammed Ghazal, Maha Yaghi, Salman H. Khan, Abdalla Gad, Marah Talal Alhalabi, Jawad Yousaf
2025	—	`conf`	A Review of Deep Learning Systems for Screening Skin Diseases. FiCloud Rashma Jabeen, Shamma Alketbi, Alanood Mohammed, Fatima Mehreen, Jawad Yousaf, Mohammed Ghazal, Taimur Hassan
2025	—	`conf`	A Systematic Review of AI-Driven Wearable Plant Disease Recognition Systems. FiCloud Ahmed Galal Eldin Mohamed, Fares Abdulrazzak Abdin, Mohammed Rajeh Hamdallah, Muddassir Ahmed Mohammed, Sajid Gul Khawaja, Jawad Yousaf, Mohammed Ghazal, Taimur Hassan
2025	J	`jnl`	A Vision Language Correlation Framework for Screening Disabled Retina. IEEE J. Biomed. Health Informatics Taimur Hassan, Hina Raja, Kais Belwafi, Samet Akcay, Mohamed Jleli, Bessem Samet, Naoufel Werghi, Jawad Yousaf, Mohammed Ghazal
2025	—	`conf`	AI-Driven Glucose Forecasting and Personalized Feedback for Diabetic Patients via a Mobile Health Platform. FiCloud Mohammed Ghazal, Salman H. Khan, Maha Yaghi, Abdalla Gad, Hala Hamdan, Dana Al-Jamri, Salma Ahmed, Jawad Yousaf
2025	J	`jnl`	AI-based methods for diagnosing and grading diabetic retinopathy: A comprehensive review. Artif. Intell. Medicine Ibrahim Saleh, Niveen Nasr El-Den, Mohamed Elsharkawy, Ali Mahmoud, Ashraf Sewelam, Wei Wang, Mohammed Ghazal, Ayman El-Baz
2025	J	`jnl`	AI-based non-invasive imaging technologies for early autism spectrum disorder diagnosis: A short review and future directions. Artif. Intell. Medicine Mostafa Abdelrahim, Mohamed Khudri, Ahmed Elnakib, Mohamed Shehata, Kate Weafer, Ashraf Khalil, Gehad A. Saleh, Nihal M. Batouty, Mohammed Ghazal, Sohail Contractor, Gregory Barnes, Ayman El-Baz
2025	J	`jnl`	Autonomous smart palm tree harvesting with deep learning-enabled date fruit type and maturity stage classification. Eng. Appl. Artif. Intell. Jawad Yousaf, Zainab Abuowda, Shorouk Ramadan, Nour Salam, Eqab R. F. Almajali, Taimur Hassan, Abdalla Gad, Mohammad Alkhedher, Mohammed Ghazal
2025	J	`jnl`	Deep prescription understanding and low-cost medication dispensing and management for elderly care. Expert Syst. Appl. Mohammed Ghazal, Salman Khan, Abdalla Gad, Arwa Sheibani, Aysha Amin, Marah Talal Alhalabi, Maha Yaghi, Mohammad Alkhedher
2025	—	`conf`	Efficient LSTM Classifier for Multi-Font and Multi-Size Arabic Alphabets Tags. RFID-TA Jawad Yousaf, Eqab R. F. Almajali, Taimur Hassan, Mohammed Ghazal
2025	J	`jnl`	Enhancing Breast Cancer Diagnosis With Multi-Resolution Vision Transformers and Robust Decision-Making. IEEE Access Margo Sabry, Hossam Magdy Balaha, Khadiga M. Ali, Tayseer Hassan A. Soliman, Dibson D. Gondim, Mohammed Ghazal, Norah Saleh Alghamdi, Ayman El-Baz
2025	J	`jnl`	Explainable AI-Based Approach for Age-Related Macular Degeneration (AMD) Detection via Fundus Imaging. IEEE Access Ainhoa Osa-Sanchez, Hossam Magdy Balaha, Ali Mahmoud, Ashraf Sewelam, Mohammed Ghazal, Begonya Garcia-Zapirain, Ayman El-Baz
2025	—	`conf`	FMUNet: Frequency Modulation-Based UNet for Octa Segmentation. ISBI Ibrahim Abdelhalim, Mohamed Elsharkawy, Ashraf Sewelam, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz
2025	J	`jnl`	Gesture-controlled omnidirectional autonomous vehicle: A web-based approach for gesture recognition. Array Huma Zia, Bara Fteiha, Maha Abdulnasser, Tafleh Saleh, Fatima Suliemn, Kawther Alagha, Jawad Yousaf, Mohammed Ghazal
2025	J	`jnl`	H-UDMIR: A Hybrid Unsupervised Deep Learning Framework for Deformable Medical Image Registration. IEEE Access Hossam Magdy Balaha, Ali Mahmoud, Mohamed Abou El-Ghar, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2025	—	`conf`	ISGM-DR: Important Slice-Guided Model for Diabetic Retinopathy Diagnosis Using 3D Oct Images. ISBI Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Ayman El-Baz
2025	—	`conf`	IoT-Based Low-Cost Smart Security System with Motion and Temperature Sensing. FiCloud Sara Ayyoub, Muhammad Aasif, Maha Yaghi, Taimur Hassan, Mohammed Ghazal, Jawad Yousaf
2025	—	`conf`	Machine Learning Driven Multiple Human Activity Recognition and Tracking Using Radar Technology: A Review. FiCloud Jawad Yousaf, Ishita Maharana, Hameeda Mahmoud Galdanci, Maha Yaghi, Abdalla Gad, Taimur Hassan, Mohammed Ghazal
2025	J	`jnl`	Mask-UnMask Regions (MUMR) Framework for Classifying AMD Grades Using Inter-Regional Interaction Analysis. IEEE Access Ibrahim Abdelhalim, Namuunaa Nadmid, Mohamed Elsharkawy, Mohammed Ghazal, Ali H. Mahmoud, Ayman El-Baz
2025	—	`conf`	OCT-Trans: A Novel Transformer Backbone with Multimodal Feature Extraction in OCT-Based Retinal Disease Classification. ISBI Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Aristomenis Thanos, Ayman El-Baz
2025	—	`conf`	Predicting Response to Neoadjuvant Chemotherapy using Multi-Modal MRI Radiomics and Machine Learning Approaches. ISBI Abdelrahman Gamal, Ahmed Sharafeldeen, Eman Alnaghy, Reham Alghandour, Khadiga M. Ali, Sameh Shamaa, Amal Aboueleneen, Ahmed Elsaid Tolba, Samir Elmougy, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2025	Misc	`conf`	SABiT-MNet: Scale-Adaptive Autoencoder with BiT-M Model for Identifying AMD Grades. ICASSP Niveen Nasr El-Den, Mohamed Elsharkawy, Mohammed Ghazal, Ali Mahmoud, Harpal Sandhu, Hani Mahdi, Ayman El-Baz
2025	J	`jnl`	Seg-Swin: A Dual-Attention Transformer Model for Advanced AMD Classification and Lesion Detection Using Color Fundus Imaging. IEEE Access Niveen Nasr El-Den, Mohamed Elsharkawy, Ibrahim Saleh, Ali H. Mahmoud, Mohammed Ghazal, Ashraf Khalil, Ashraf Sewelam, Hani Mahdi, Ayman El-Baz
2025	—	`conf`	Take My Stuff: A Mobile Application for Sustainable Peer-to-Peer Item Sharing. FiCloud Mohammed Ghazal, Asmaa Kassar, Maha Yaghi, Salman H. Khan, Abdalla Gad, Marah Al Halabi
2025	—	`conf`	Utilizing Shape-features and GAN-Based Model for Renal Segmentation in DW-MRI. ISBI Israa Sharaby, Ahmed Alksas, Hossam Magdy Balaha, Ali Mahmoud, Mohammed Badawy, Mohamed Abou El-Ghar, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2025	J	`jnl`	XV-AMD: An Explainable Vision Transformer Detection Framework for Age-Related Macular Degeneration Using Fundus Imaging. IEEE Access Aya A. Abd El-Khalek, Hossam Magdy Balaha, Mohamed T. Azam, Ashraf Sewelam, Mohammed Ghazal, Abeer Twakol Khalil, Mohy Eldin A. Abo-Elsoud, Ayman El-Baz
2024	J	`jnl`	A Clinically Explainable AI-Based Grading System for Age-Related Macular Degeneration Using Optical Coherence Tomography. IEEE J. Biomed. Health Informatics Mohamed El-Sharkawy, Ahmed Sharafeldeen, Fahmi Khalifa, Ahmed Soliman, Ahmed Elnakib, Mohammed Ghazal, Ashraf Sewelam, Aristomenis Thanos, Harpal Singh Sandhu, Ayman El-Baz
2024	—	`conf`	A Mobile Feature-Based Cascaded Deep Learning Approach for Diabetic Retinopathy Classification. FiCloud Marah Talal Alhalabi, Nermin Eissa, Hadeel Salman, Arwa Sheibani, Ayesha Amin, Mohammed Ghazal
2024	—	`conf`	A Multimodal MRI-based Framework for Thyroid Cancer Diagnosis Using eXplainable Machine Learning. ICPR (27) Ahmed Sharafeldeen, Hossam Magdy Balaha, Ali Mahmoud, Reem Khaled, Saher Taman, Manar Mansour Hussein, Mohammed Ghazal, Ayman El-Baz
2024	—	`conf`	A Neuroimaging ML-Based Framework for Anosmia Grading in Covid-19. ISBI 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	B	`conf`	A Neuroimaging Yolov8-Based Cad Framework for Anosmia Grading in Covid-19. ICIP 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	—	`conf`	A New AI System for Precise Grading of HCC Based on Analyzing DW-MRI Radiomics and Alpha-fetoprotein as Liver Cancer Clinical Marker. ICPR (27) Abdelrhman Elkhouly, Ahmed Alksas, Gehad A. Saleh, Mohamed Shehata, Abdelrahman Karawia, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2024	B	`conf`	A Novel Approach for 3D Renal Segmentation Using a Modified GAN Model and Texture Analysis. ICIP 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	J	`jnl`	A Novel Machine Learning Approach for Predicting Neoadjuvant Chemotherapy Response in Breast Cancer: Integration of Multimodal Radiomics With Clinical and Molecular Subtype Markers. IEEE Access Fatma El-Zahraa A. El-Gamal, Ahmed Sharafeldeen, Eman Alnaghy, Reham Alghandour, Norah Saleh Alghamdi, Khadiga M. A. Seddik, Sameh Shamaa, Amal Aboueleneen, Ahmed Elsaid Tolba, Samir Elmougy, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2024	—	`conf`	A Novel Machine Learning-Based Classification Framework for Age-Related Macular Degeneration (AMD) Diagnosis from Fundus Images. ISBI 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
2024	—	`conf`	A Novel Vit-Based Multi-Scaled and Rotation-Invariance Approach for Precise Differentiation Between Meningioma and Solitary Fibrous Tumor. ISBI Mohamed T. Azam, Hossam Magdy Balaha, Khadiga M. A. Seddik, Nagham E. Mekky, Noha A. Hikal, Mohammed Ghazal, Dibson D. Gondim, Akshitkumar Mistry, Ayman El-Baz
2024	C	`conf`	A Review of Screening Heart and Lung Diseases using Auscultation and Artificial Intelligence. DeSE Samah Osama, Leqaa Salah, Gena Dahi, Mohammed Ghazal, Eqab R. F. Almajali, Abir Jaafar Hussain, Jawad Yousaf, Taimur Hassan
2024	—	`conf`	A Vision Transformer Approach for Breast Cancer Classification in Histopathology. ISBI Margo Sabry, Hossam Magdy Balaha, Khadiga M. A. Seddik, Hassan Soliman, Dibson D. Gondim, Mohammed Ghazal, Tania Tahtouh, Ayman El-Baz
2024	J	`jnl`	AI-based methods for detecting and classifying age-related macular degeneration: a comprehensive review. Artif. Intell. Rev. Niveen Nasr El-Den, Mohamed El-Sharkawy, Ibrahim Saleh, Mohammed Ghazal, Ashraf Khalil, Mohammad Z. Haq, Ashraf Sewelam, Hani Mahdi, Ayman El-Baz
2024	J	`jnl`	Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling. Comput. Methods Programs Biomed. 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
2024	—	`conf`	Advancing Patient Care: A WBAN-Based Sustainable Health Monitoring System for Stress Assessment. FiCloud Ghada Said Rezk, Maria Al Bacha, Deema Saber Al Madhoun, Shaima Saeed Saleh, Abdalla Gad, Maha Yaghi, Taimur Hassan, Jawad Yousaf, Mohammed Ghazal
2024	—	`conf`	Advancing Personalized Prostate Cancer Therapy Through Hormonal Treatment: Promising Findings. ISBI Ibrahim Abdelhalim, Ahmed Alksas, Hossam Magdy Balaha, Mohamed A. Badawy, Mohamed Abou El-Ghar, Norah Saleh Alghamdi, Mohammed Ghazal, Sohail Contractor, Eric Van Bogaert, Dibson D. Gondim, S. R. Silva, Fahmi Khalifa, Ayman El-Baz
2024	J	`jnl`	Artificial Intelligence-Based Kidney Segmentation With Modified Cycle-Consistent Generative Adversarial Network and Appearance-Based Shape Prior. IEEE Access Israa Sharaby, Hossam Magdy Balaha, Ahmed Alksas, Ali Mahmoud, Mohamed Abou El-Ghar, Ashraf Khalil, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz
2024	B	`conf`	Automated Segmentation of Lung Regions in 3D CT Scans Using Hybrid Unsupervised-Supervised Models. ICIP Ahmed Sharafeldeen, Adel Khelifi, Mohammed Ghazal, Maha Yaghi, Sohail Contractor, Ayman El-Baz
2024	—	`conf`	Diabetic Retinopathy Detection and Grading AI for Mobile and Hand-held Devices: A Readiness Survey. FiCloud Mohammed Ghazal, Taimur Hassan, Jawad Yousaf, Marah Talal Alhalabi, Salman H. Khan, Arwa Sheibani, Ayesha Amin, Abdalla Gad
2024	—	`conf`	Harnessing Vision Transformers for Precise and Explainable Breast Cancer Diagnosis. ICPR (11) Hossam Magdy Balaha, Khadiga M. Ali, Dibson D. Gondim, Mohammed Ghazal, Ayman El-Baz
2024	—	`conf`	Histopathological Diagnosis of Meningioma and Solitary Fibrous Tumors Based on a Multi-scale Fusion Approach Utilizing Vision Transformer and Texture Analysis. ICPR (28) Mohamed T. Azam, Hossam Magdy Balaha, Dibson D. Gondim, Akshitkumar Mistry, Mohammed Ghazal, Ayman El-Baz
2024	J	`jnl`	Incorporating Imaging, Clinical, Pathology, and Demographic Markers for Hormonal Therapy Prediction in Prostate Cancer. IEEE Access Ibrahim Abdelhalim, Ahmed Alksas, Hossam Magdy Balaha, Mohamed A. Badawy, Mohamed Abou El-Ghar, Norah Saleh Alghamdi, Mohammed Ghazal, Sohail Contractor, Eric Van Bogaert, Dibson D. Gondim, Scott R. Silva, Fahmi Khalifa, Ayman El-Baz
2024	J	`jnl`	Incremental convolutional transformer for baggage threat detection. Pattern Recognit. Taimur Hassan, Bilal Hassan, Muhammad Owais, Divya Velayudhan, Jorge Dias, Mohammed Ghazal, Naoufel Werghi
2024	—	`conf`	InstaCare: Rapid Access to non-Urgent Medical Care using a Hybrid Heatmap of Doctor Availability and Crowd-Sourced Quality Assessment. FiCloud Mohammed Ghazal, Reham Kotb, Maha Yaghi, Hager Khalil, Shamma Alyafei, Haneen Hasan, Marah Talal Alhalabi
2024	—	`conf`	Integrated Grading Framework for Histopathological Breast Cancer: Multi-level Vision Transformers, Textural Features, and Fusion Probability Network. ICPR (28) Hossam Magdy Balaha, Khadiga M. Ali, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz
2024	—	`conf`	MUMR: Mask-UnMask Regions Framework for AMD Grades Classification Based on Inter-regional Interactions. ICPR (28) Ibrahim Abdelhalim, Mohamed Elsharkawy, Namuunaa Nadmid, Mohammed Ghazal, Ali Mahmoud, Ayman El-Baz
2024	J	`jnl`	Optimizing Vertebral Lesion Diagnosis: A CAD-Driven Machine Learning Classification System With Multi-Modal MRI Texture Analysis. IEEE Access Mohamed T. Azam, Hossam Magdy Balaha, Asmaa El-Sayed Hassan, Ahmed Alksas, Mohamed Shehata, Ahmed El-Morsy, Basem I. Awad, Norah Saleh Alghamdi, Mohammed Ghazal, Ayman El-Baz
2024	—	`conf`	Retinal Vascular System Segmentation based on Non-Linear Map-Based Estimation of Joint MGRF Model. ISBI Ahmed Alksas, Ahmed Sharafeldeen, Hossam Magdy Balaha, Mohammed Ghazal, Marah Talal Alhalabi, Ali Mahmoud, Rasha Hassan, Jawad Yousaf, Harpal Sandhu, Ayman El-Baz
2024	C	`conf`	Role of Deep Learning Models in Intelligent Classification of Various Date Fruit Bunches. DeSE Zainab Abuowda, Nour Salam, Shorouk Ramadan, Taimur Hassan, Mohammed Ghazal, Eqab R. F. Almajali, Abir Jaafar Hussain, Jawad Yousaf
2024	—	`conf`	Through-the-wall Human Activity Recognition using Ultra-Wideband Radar and Deep Learning. FiCloud Satanai Yakoub, Sara Karkanawi, Gasm El Hassan, Taimur Hassan, Mohammed Ghazal, Jawad Yousaf
2024	J	`jnl`	Towards early forest fire detection and prevention using AI-powered drones and the IoT. Internet Things Montaser N. A. Ramadan, Tasnim Basmaji, Abdalla Gad, Hasan Hamdan, Bekir Tevfik Akgün, Mohammed A. H. Ali, Mohammad Alkhedher, Mohammed Ghazal
2024	—	`conf`	TransNetOCT: An Efficient Transformer-Based Model for 3D-OCT Segmentation Using Prior Shape. ICPR (12) Mohamed Elsharkawy, Ibrahim Abdelhalim, Mohammed Ghazal, Mohammad Z. Haq, Rayan Haq, Ali Mahmoud, Harpal Singh Sandhu, Aristomenis Thanos, Ayman El-Baz
2024	—	`conf`	Twoviewdensity-Pvt: A Vision Transformer System for Accurate Bi-Rads Classification in Breast Cancer Grading From Mammogram Images. ISBI Ibrahim Abdelhalim, Y. Almalki, A. Abbas, Mohamed Elsharkawy, R. Karam, S. Alduraibi, Mohammed Ghazal, Ali Mahmoud, Sohail Contractor, Ayman El-Baz
2024	—	`conf`	Unsupervised Segmentation of Pulmonary Regions in 3D CT Scans Optimized Using Transformer Model. ICPR (23) Ahmed Sharafeldeen, Adel Khelifi, Mohammed Ghazal, Maha Yaghi, Ali Mahmoud, Sohail Contractor, 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	—	`conf`	A Novel Textural and Morphological-Based CAD System for Early and Accurate Diagnosis of Vertebral Tumors. ISBI Mohamed T. Azzam, Ahmed Alksas, Hossam Magdy Balaha, Asmaa El-Sayed Hassan, Mohamed Shehata, Nagham E. Mekky, Noha A. Hikal, Basem I. Awad, Ahmad El-Morsy, Mohammed Ghazal, Ayman El-Baz
2023	J	`jnl`	A novel higher order appearance texture analysis to diagnose lung cancer based on a modified local ternary pattern. Comput. Methods Programs Biomed. Ahmed Alksas, Ahmed Shaffie, Mohammed Ghazal, Fatma Taher, Adel Khelifi, Maha Yaghi, Ahmed Soliman, Eric Van Bogaert, Ayman El-Baz
2023	—	`conf`	AI-Based Mobile Paper Grading: Trends and Challenges. FiCloud Ammar Muhammad Naeem, Abdalla Gad, Marah Talal Alhalabi, Maha Yaghi, Adel Khelifi, Mohammed Ghazal
2023	J	`jnl`	AI-powered health monitoring of anode baking furnace pits in aluminum production using autonomous drones. Eng. Appl. Artif. Intell. Tasnim Basmaji, Maha Yaghi, Marah Al Halabi, Abdallah Rashed, Huma Zia, Mohamed Mahmoud, Pragasan Palavar, Sara Alkhadhar, Halima Alhmoudi, Mohammad Alkhedher, Ayman Elbaz, Mohammed Ghazal
2023	B	`conf`	Accurate Segmentation for Pathological Lung Based on Integration of 3D Appearance and Surface Models. ICIP Ahmed Sharafeldeen, Ahmed Alksas, Mohammed Ghazal, Maha Yaghi, Adel Khelifi, Ali Mahmoud, Sohail Contractor, Eric Van Bogaert, Ayman El-Baz
2023	—	`conf`	An AI-Based CAP Framework for Wilms' Tumor Preoperative Chemotherapy Susceptibility. ISBI 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
2023	—	`conf`	Automated Computer Vision-based Detection of Solar Panel Defects Using a Thermal Camera Mobile Application. FiCloud Hassan Hajjdiab, Gasm ELbary Mohamed, Salim Alzaabi, Marah Talal Alhalabi, Abdalla Gad, Maha Yaghi, Mohammad Alkhedher, Mohammed Ghazal
2023	B	`conf`	Automated Diagnosis of Breast Cancer Using Deep Learning-Based Whole Slide Image Analysis of Molecular Biomarkers. ICIP Ahmed Aboudessouki, Khadiga M. Ali, Mohamed Elsharkawy, Ahmed Alksas, Ali Mahmoud, Fahmi Khalifa, Mohammed Ghazal, Jawad Yousaf, Hadil Abu Khalifeh, Ayman El-Baz
2023	—	`conf`	Date Fruit Classification System using Deep Transfer Learning. FiCloud Zainab Abuowda, Shorouk Ramadan, Nour Salam, Abdalla Gad, Jawad Yousaf, Taimur Hassan, Mohammed Ghazal, Eqab R. F. Almajali
2023	J	`jnl`	Diverse distant-students deep emotion recognition and visualization. Comput. Electr. Eng. Ala'a Harb, Abdalla Gad, Maha Yaghi, Marah Talal Alhalabi, Huma Zia, Jawad Yousaf, Adel Khelifi, Kilani Ghoudi, Mohammed Ghazal
2023	B	`conf`	Early Diagnosis of Prostate Cancer Using Parametric Estimation of IVIM from DW-MRI. ICIP 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	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
2023	—	`conf`	Mobile-based Gamification of Community Exercise Initiatives using Location Services. FiCloud Abdalla Abdelkhalek, Maha Yaghi, Marah Talal Alhalabi, Abdalla Gad, Jawad Yousaf, Taimur Hassan, Mohammed Ghazal
2023	C	`conf`	Safer Navigation: The AI-Powered Smart Cane for the Visually Impaired. DeSE Abdalla Gad, Bara Fteiha, Jawaher Alatawi, Mahra Mohammed, Mahra Almansoori, Mohammed Ghazal, Jawad Yousaf, Eqab R. F. Almajali, Abir Jaafar Hussain
2022	B	`conf`	A Comprehensive Non-invasive System for Early Grading of Gliomas. ICPR Ahmed Alksas, Mohamed Shehata, Hala A. A. Atef, Fatma Sherif, Maha Yaghi, Marah Talal Alhalabi, Mohammed Ghazal, Lamiaa El Serougy, Ayman El-Baz
2022	J	`jnl`	A New Framework for Precise Identification of Prostatic Adenocarcinoma. Sensors 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
2022	B	`conf`	A Pyramidal CNN-Based Gleason Grading System Using Digitized Prostate Biopsy Specimens. ICPR Kamal Hammouda, Fahmi Khalifa, Mohammed Ghazal, Hanan E. Darwish, Jawad Yousaf, Ayman El-Baz
2022	—	`conf`	A Reliable Handless System for Elevators Using Touchless Technology. FiCloud Adel Khelifi, Aveen Muhamad, Hurma Ehtesham, Mohammed Ghazal
2022	—	`conf`	AI Assisted Medical Diagnosis of Lung Diseases Using Accurate Symptoms Visualization. FiCloud Maha Yaghi, Sana Hafez, Arwa Sheibani, Abdalla Abdelkhalek, Zia Farhan, Mohammed Ghazal, Ayman Elbaz, Adel Khelifi
2022	J	`jnl`	Automated Archaeological Feature Detection Using Deep Learning on Optical UAV Imagery: Preliminary Results. Remote. Sens. Mark Altaweel, Adel Khelifi, Zehao Li, Andrea Squitieri, Tasnim Basmaji, Mohammed Ghazal
2022	—	`conf`	Automated CAD System for Intermediate Uveitis Grading Using Optical Coherence Tomography Images. ISBI Sayed Haggag, Fahmi Khalifa, Hisham Abdeltawab, Ahmed Elnakib, Harpal Sandhu, Mohammed Ghazal, Ashraf Sewelam, Mohamed Azim Mohamed, Ayman El-Baz
2022	J	`jnl`	Automated Diagnosis of Optical Coherence Tomography Angiography (OCTA) Based on Machine Learning Techniques. Sensors Ibrahim Yasser, Fahmi Khalifa, Hisham Abdeltawab, Mohammed Ghazal, Harpal Singh Sandhu, Ayman El-Baz
2022	—	`conf`	Diabetic Retinopathy Diagnostic CAD System Using 3D-Oct Higher Order Spatial Appearance Model. ISBI Mohamed El-Sharkawy, Ahmed Sharafeldeen, Ahmed Soliman, Fahmi Khalifa, Mohammed Ghazal, Eman M. El-Daydamony, Ahmed Atwan, Harpal Singh Sandhu, Ayman El-Baz
2022	—	`conf`	Mobile Deep Classification of UAE Banknotes for the Visually Challenged. FiCloud Ashraf Khalil, Maha Yaghi, Tasnim Basmaji, Mohamed Faizal, Zia Farhan, Ali Ali, Mohammed Ghazal
2022	—	`conf`	Secure Proctoring of Contactless Handwritten-Assessments with Insufficient Computing Resources using Smartphones. FiCloud Maha Yaghi, Zia Farhan, Lana Qamhieh, Marah Talal Alhalabi, Mohamad Hammoudi, Mohammed Yaghi, Mohammed Ghazal
2022	J	`jnl`	Special Issue "Computer Aided Diagnosis Sensors". Sensors Ayman El-Baz, Guruprasad A. Giridharan, Ahmed Shalaby, Ali H. Mahmoud, Mohammed Ghazal
2022	J	`jnl`	The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey. Sensors 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
2022	B	`conf`	Thyroid Cancer Diagnostic System using Magnetic Resonance Imaging. ICPR Ahmed Sharafeldeen, Mohamed El-Sharkawy, 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
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	—	`conf`	A Cad System For Accurate Diagnosis Of Bladder Cancer Staging Using A Multiparametric MRI. ISBI Kamal Hammouda, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal, Mohamed Abou El-Ghar, Mohamed A. Badawy, Hanan E. Darwish, Ayman El-Baz
2021	J	`jnl`	A Comprehensive Computer-Assisted Diagnosis System for Early Assessment of Renal Cancer Tumors. Sensors Mohamed Shehata, Ahmed Alksas, Rasha T. Abouelkheir, Ahmed Elmahdy, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Hadil Abu Khalifeh, Reem Salim, Ahmed Abdel Khalek Abdel Razek, Norah Saleh Alghamdi, Ayman El-Baz
2021	J	`jnl`	A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens. Sensors Kamal Hammouda, Fahmi Khalifa, Moumen T. El-Melegy, Mohammed Ghazal, Hanan E. Darwish, Mohamed Abou El-Ghar, 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 New Computer-Aided Diagnostic (Cad) System For Precise Identification Of Renal Tumors. ISBI Mohamed Shehata, Ahmed Alksas, Rasha T. Abouelkheir, Ahmed Elmahdy, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Hadil Abu Khalifeh, Ahmed Abdel Razek, 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	—	`conf`	A Novel Framework for Accurate and Non-Invasive Pulmonary Nodule Diagnosis by Integrating Texture and Contour Descriptors. ISBI Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Adel Elmaghraby, 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	J	`jnl`	A multiparametric MRI-based CAD system for accurate diagnosis of bladder cancer staging. Comput. Medical Imaging Graph. Kamal Hammouda, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal, Mohamed Abou El-Ghar, Mohammed Ali Badawy, Hanan E. Darwish, Adel Khelifi, Ayman El-Baz
2021	J	`jnl`	An Automated CAD System for Accurate Grading of Uveitis Using Optical Coherence Tomography Images. Sensors Sayed Haggag, Fahmi Khalifa, Hisham Abdeltawab, Ahmed Elnakib, Mohammed Ghazal, Mohamed Azim Mohamed, Harpal Singh Sandhu, Norah Saleh Alghamdi, 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	—	`conf`	Motion Tracked 3D Visualization System for Segmented ROI in Medical Imaging. ArabWIC Maha Yaghi, Huma Zia, Hassan Hajjdiab, Ayman El-Baz, Mohammed Ghazal
2021	J	`jnl`	Novel MRI-Based CAD System for Early Detection of Thyroid Cancer Using Multi-Input CNN. Sensors Ahmed Naglah, Fahmi Khalifa, Reem Khaled, Ahmed Abdel Khalek Abdel Razek, Mohammed Ghazal, Guruprasad Giridharan, 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
2021	—	`conf`	Towards Urgent and Rapid Deployment of Contactless IoT Elevator Control Panel during Pandemics. ArabWIC Tasnim Basmaji, Anas Al Tarabsheh, Huma Zia, Hassan Hajjdiab, Mohammed Ghazal
2020	—	`conf`	A 3D CNN with a Learnable Adaptive Shape Prior for Accurate Segmentation of Bladder Wall Using MR Images. ISBI Kamal Hammouda, Fahmi Khalifa, Ahmed Soliman, Hisham Abdeltawab, Mohammed Ghazal, Mohamed Abou El-Ghar, Ahmed Haddad, Hanan E. Darwish, Robert Keynton, Ayman El-Baz
2020	B	`conf`	A Comprehensive Framework For Accurate Classification of Pulmonary Nodules. ICIP Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Adel Elmaghraby, Robert Keynton, 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	B	`conf`	A Novel Computer-Aided Diagnostic System for Early Assessment of Hepatocellular Carcinoma. ICPR Ahmed Alksas, Mohamed Shehata, Gehad A. Saleh, Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Hadil Abu Khalifeh, Ahmed Abdel Razek, 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`	A Sensorless Rotational Speed-Based Control System for Continuous Flow Left Ventricular Assist Devices. IEEE Trans. Biomed. Eng. Moustafa Meki, Yu Wang, Palaniappan Sethu, Mohammed Ghazal, Ayman El-Baz, Guruprasad Giridharan
2020	J	`jnl`	A deep learning-based approach for automatic segmentation and quantification of the left ventricle from cardiac cine MR images. Comput. Medical Imaging Graph. Hisham Abdeltawab, Fahmi Khalifa, Fatma Taher, Norah Saleh Alghamdi, Mohammed Ghazal, Garth M. Beache, Tamer Mohamed, Robert Keynton, 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	B	`conf`	Analysis Of The Importance Of Systolic Blood Pressure Versus Diastolic Blood Pressure In Diagnosing Hypertension: MRA Study. ICIP Heba Kandil, Ahmed Soliman, Fatma Taher, Mohammed Ghazal, Mohiuddin Hadi, Adel Elmaghraby, Ayman El-Baz
2020	J	`jnl`	Cloud-Based Monitoring of Thermal Anomalies in Industrial Environments Using AI and the Internet of Robotic Things. Sensors Mohammed Ghazal, Tasnim Basmaji, Maha Yaghi, Mohammad Alkhedher, Mohamed Mahmoud, Ayman S. 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	J	`jnl`	Personalized Computer-Aided Diagnosis for Mild Cognitive Impairment in Alzheimer's Disease Based on sMRI and ¹¹C PiB-PET Analysis. IEEE Access Fatma El-Zahraa A. El-Gamal, Mohammed M. Elmogy, Ashraf Khalil, Mohammed Ghazal, Jawad Yousaf, Xiaolu Qiu, Hassan Soliman, Ahmed Atwan, Hermann B. Frieboes, Gregory N. Barnes, Ayman S. 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 CAD System for the Early Prediction of Hypertension based on Changes in Cerebral Vasculature. IST Heba Kandil, Ahmed Soliman, Fatma Taher, Mohammed Ghazal, Mohiuddin Hadi, Guruprasad Giridharan, Ayman El-Baz
2019	—	`conf`	A CNN-Based Framework for Automatic Vitreous Segemntation from OCT Images. IST S. Hagagg, Fahmi Khalifa, Hisham Abdeltawab, Ahmed Elnakib, M. M. Abdelazim, Mohammed Ghazal, Harpal Sandhu, Ayman El-Baz
2019	—	`conf`	A Comparison between Google Cloud Service and iCloud. ICCCS Hera Arif, Hassan Hajjdiab, Fatima Al Harbi, Mohammed Ghazal
2019	—	`conf`	A Deep Learning-Based Approach for Accurate Segmentation of Bladder Wall using MR Images. IST Kamal Hammouda, Ayman El-Baz, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal, Mohamed Abou El-Ghar, Ahmed Haddad, Mohammed Elmogy, Hanan E. Darwish, Robert Keynton
2019	—	`conf`	A Local/Regional Based CAD System for Early Diagnosis of Alzheimer's Disease Using sMRI Scans. IST Fatma El-Zahraa A. El-Gamal, Mohammed M. Elmogy, Ashraf Khalil, Mohammed Ghazal, Hassan Soliman, Ahmed Atwan, Robert Keynton, Gregory N. Barnes, Ayman S. 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`	A New System for Lung Cancer Diagnosis based on the Integration of Global and Local CT Features. IST Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Fatma Taher, Mohammed Ghazal, Neal Dunlap, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2019	B	`conf`	A Novel CT-Based Descriptors for Precise Diagnosis of Pulmonary Nodules. ICIP Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Fatma Taher, Mohammed Ghazal, Neal Dunlap, Adel Elmaghraby, Robert Keynton, 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`	Assessment of Motion Quality using an IoT-Based Wearable and Mobile Joint Flexion Sensors. FiCloud Workshops Mohammed Ghazal, Marah Talal Alhalabi, Luay Fraiwan, Maha Yaghi, Lina Alkhatib
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`	Automatic Segmentation and Functional Assessment of the Left Ventricle using U-net Fully Convolutional Network. IST Hisham Abdeltawab, Fahmi Khalifa, Fatma Taher, Garth M. Beache, Tamer Mohamed, Adel Elmaghraby, Mohammed Ghazal, Robert Keynton, Ayman El-Baz
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	J	`jnl`	Chronic Wound Healing Assessment System Based on Different Features Modalities and Non-Negative Matrix Factorization (NMF) Feature Reduction. IEEE Access Ashraf Khalil, Mohammed Elmogy, Mohammed Ghazal, Connor Burns, Ayman El-Baz
2019	—	`conf`	Computer-Aided Diagnosis of Acute Myocardial Infarction using Time-Dependent Plasma Metabolites. IST Ahmed Naglah, Andrew P. DeFilippis, Fahmi Khalifa, Narayana Singam, Bahjat Aladili, Mohammed Ghazal, Guruprasad Giridharan, Ashraf Khalil, Adel Elmaghraby, Ayman El-Baz
2019	J	`jnl`	Computer-Aided Diagnostic System for Early Detection of Acute Renal Transplant Rejection Using Diffusion-Weighted MRI. IEEE Trans. Biomed. Eng. Mohamed Shehata, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal, Fatma Taher, Mohamed Abou El-Ghar, Amy C. Dwyer, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz
2019	—	`conf`	Deep Learning Based Method for Computer Aided Diagnosis of Diabetic Retinopathy. IST Omar Dekhil, Ahmed Naglah, Mohamed Shaban, Mohammed Ghazal, Fatma Taher, 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	—	`conf`	Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISBI Nabila Eladawi, Ahmed ElTanboly, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Magdi El-Azab, Shlomit Schaal, Ayman El-Baz
2019	—	`conf`	Diabetic Retinopathy Grading Using 3D Multi-path Convolutional Neural Network Based on Fusing Features from OCTA Scans, Demographic, and Clinical Biomarkers. IST Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Ayman El-Baz
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	B	`conf`	Early Signs Detection of Diabetic Retinopathy Using Optical Coherence Tomography Angiography Scans Based on 3D Multi-Path Convolutional Neural Network. ICIP Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Robert Keynton, Ayman El-Baz
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	—	`conf`	Localized Assistive Scene Understanding using Deep Learning and the IoT. FiCloud Workshops Mohammed Ghazal, Tasnim Basmaji, Montasir Qasymeh, Reem Salim, Ashraf Khalil
2019	—	`conf`	Radiomic-Based Framework for Early Diagnosis of Lung Cancer. ISBI Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
2019	—	`conf`	Retinal Layers OCT Scans 3-D Segmentation. IST Ahmed A. Sleman, Ahmed Soliman, Mohammed Ghazal, Harpal Sandhu, Shlomit Schaal, Adel Elmaghraby, 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	—	`conf`	A Cortical Based Diagnosis System for MCI Based on sMRI Features Fusion. IST Fatma El-Zahraa A. El-Gamal, Mohammed M. Elmogy, Hassan Hajjdiab, Mohammed Ghazal, Hassan Soliman, Ahmed Atwan, Robert Keynton, Ayman S. El-Baz, Gregory N. Barnes
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	B	`conf`	A Novel Autoencoder-Based Diagnostic System for Early Assessment of Lung Cancer. ICIP 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	—	`conf`	A Novel CAD System for Detecting Acute Rejection of Renal Allografts Based on Integrating Imaging-markers and Laboratory Biomarkers. IST Mohamed Shehata, Mohammed Ghazal, Fahmi Khalifa, Mohamed Abou El-Ghar, Ashraf Khalil, Amy C. Dwyer, Ahmed El-giziri, Moumen T. El-Melegy, Ayman El-Baz
2018	B	`conf`	A Novel CNN Segmentation Framework Based on Using New Shape and Appearance Features. ICIP Ahmed Soliman, Ahmed Shaffie, Mohammed Ghazal, Georgy L. Gimel'farb, 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 Sensorless non-linear Control algorithm for Continuous Flow Right Ventricular Assist Devices. ISSPIT Moustafa Meki, Yu Wang, Palaniappan Sethu, Mohammed Ghazal, Ayman El-Baz, Guruprasad Giridharan
2018	—	`conf`	A Significant Regional-based Diagnosis System for Early Detection of Alzheimer's Disease Using sMRI Scans. ISSPIT Fatma El-Zahraa A. El-Gamal, Mohammed M. Elmogy, Ashraf Khalil, Mohammed Ghazal, Hassan Soliman, Ahmed Atwan, Robert Keynton, Gregory N. Barnes, Ayman S. 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	B	`conf`	An Innovative 3D Adaptive Patient-Related Atlas for Automatic Segmentation of Retina Layers from Oct Images. ICIP Ahmed A. Sleman, Ahmed ElTanboly, Ahmed Soliman, Mohammed Ghazal, Harpal Sandhu, Shlomit Schaal, Robert Keynton, Adel Elmaghraby, Ayman El-Baz
2018	—	`conf`	An OCTA Based Diagnosis System Based on a Comprehensive Local Features Analysis for Early Diabetic Retinopathy Detection. IST Nabila Eladawi, Mohammed Elmogy, Luay Fraiwan, Mohammed Ghazal, Francesco Pichi, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Shlomit Schaal, 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`	Athlete-Customized Injury Prediction using Training Load Statistical Records and Machine Learning. ISSPIT Ahmed Naglah, Fahmi Khalifa, Ali Mahmoud, Mohammed Ghazal, Paul Jones, Teena Murray, Adel Said Elmaghraby, 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`	Design and Implementation of a Mobile Device for Blood Glucose Level Assessment. FiCloud Workshops Mohammed Ghazal, Marah Talal Alhalabi, Mansour Chabnari, Linda Ghazal, Luay Fraiwan
2018	—	`conf`	Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISSPIT Ahmed ElTanboly, Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Magdi El-Azab, Shlomit Schaal, Harpal Sandhu, Ayman El-Baz
2018	—	`conf`	Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISSPIT Ahmed ElTanboly, Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Magdi El-Azab, Shlomit Schaal, Harpal Sandhu, Ayman El-Baz
2018	—	`conf`	Early Assessment of Acute Renal Rejection Post-transplantation: A Combined Imaging and Clinical Biomarkers Protocol. ISSPIT Mohamed Shehata, Fatma Taher, Mohammed Ghazal, Ali Mahmoud, Garth M. Beache, Mohamed Abou El-Ghar, Amy C. Dwyer, Adel Elmaghraby, Ayman El-Baz
2018	B	`conf`	Early Diagnosis of Diabetic Retinopathy in OCTA Images Based on Local Analysis of Retinal Blood Vessels and Foveal Avascular Zone. ICPR Nabila Eladawi, Mohammed Elmogy, Luay Fraiwan, Francesco Pichi, Mohammed Ghazal, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Shlomit Schaal, Ayman El-Baz
2018	—	`conf`	Embedded Fatigue Detection Using Convolutional Neural Networks with Mobile Integration. FiCloud Workshops Mohammed Ghazal, Yasmine Abu Haeyeh, Abdelrahman Abed, Sara Ghazal
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`	MRI Markers for Early Assessment of Bladder Cancer: A Review. ISSPIT Kamal Hammouda, Fahmi Khalifa, Mohammed Ghazal, Ahmed Haddad, Mohammed Elmogy, Hanan E. Darwish, Adel Elmaghraby, Ayman El-Baz
2018	—	`conf`	On The Integration of CT-Derived Features for Accurate Detection of Lung Cancer. ISSPIT Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Robert Keynton, Adel Elmaghraby, Ayman El-Baz
2018	—	`conf`	Predictive Biomarkers for Neoadjuvant Chemotherapy Response in Muscle-Invasive Bladder Cancer: A survey. ISSPIT Hisham Abdeltawab, Fahmi Khalifa, Mohammed Ghazal, Ahmed Haddad, Tamer Mohamed, Guruprasad Giridharan, Ayman El-Baz
2018	—	`conf`	Predictive Biomarkers for Neoadjuvant Chemotherapy Response in Muscle-Invasive Bladder Cancer: A survey. ISSPIT Hisham Abdeltawab, Fahmi Khalifa, Mohammed Ghazal, Ahmed Haddad, Tamer Mohamed, Guruprasad Giridharan, Ayman El-Baz
2018	B	`conf`	Role of Integrating Diffusion Mr Image-Markers with Clinical-Biomarkers For Early Assessment of Renal Transplants. ICIP Mohamed Shehata, Mohammed Ghazal, Garth M. Beache, Mohamed Abou El-Ghar, Amy C. Dwyer, Hassan Hajjdiab, Ashraf Khalil, Ayman El-Baz
2018	B	`conf`	Significant Region-Based Framework for Early Diagnosis of Alzheimer's Disease Using ICPR 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	—	`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 Mobile-Programmable Smart Mirror for Ambient IoT Environments. FiCloud Workshops Mohammed Ghazal, Tara Al Hadithy, Yasmina Al Khalil, Muhammad Akmal, Hassan Hajjdiab
2017	B	`conf`	A comprehensive framework for early assessment of lung injury. ICIP Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Mohammed Ghazal, Ayman El-Baz
2017	B	`conf`	A new framework for incorporating appearance and shape features of lung nodules for precise diagnosis of lung cancer. ICIP Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Fatma Taher, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Ayman El-Baz
2017	B	`conf`	A novel CAD system for local and global early diagnosis of Alzheimer's disease based on PIB-PET scans. ICIP 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	—	`conf`	IntelliMeet: Collaborative Mobile Framework for Automated Participation Assessment. FiCloud Workshops Mohammed Ghazal, Ashraf Khalil, Tara Al Hadithy, Anas Al Tarabsheh, Samr Ali
2017	—	`conf`	Real-time Heart Attack Mobile Detection Service (RHAMDS): An IoT use case for Software Defined Networks. CCECE Samr Ali, Mohammed Ghazal
2017	—	`conf`	Towards Remote Monitoring of Vital Signs without Body Instrumentation. FiCloud Workshops Yaser Othman, Montasir Qasymeh, Ashraf Khalil, Mohammed Ghazal
2016	—	`conf`	A framework for teaching robotic control using a novel visual programming language. MWSCAS Mohammed Ghazal, Fasila Haneefa, Samr Ali, Yasmina Al Khalil, Ahmed Sweleh
2016	B	`conf`	Mobile panoramic video maps over MEC networks. WCNC Mohammed Ghazal, Yasmina Alkhalil, Assem Mhanna, Fatemeh Jalil Dehbozorgi
2016	—	`conf`	Mobile panoramic video maps over MEC networks. WCNC Workshops Mohammed Ghazal, Yasmina Al Khalil, Assem Mhanna, Fatemeh Jalil Dehbozorgi
2016	—	`conf`	Smart Mobile-Based Emergency Management and Notification System. FiCloud Workshops Mohammed Ghazal, Samr Ali, Marah Al Halabi, Nada Ali, Yasmina Al Khalil
2016	—	`conf`	Towards Secure Mobile Process Tracking Using Wearable Computing in mGovernment Applications. FiCloud Workshops Mohammed Ghazal, Yasmina Al Khalil, Fasila Haneefa, Assem Mhanna, Dana Awachi, Samr Ali
2015	B	`conf`	An integrated caregiver-focused mHealth framework for elderly care. WiMob Mohammed Ghazal, Yasmina Al Khalil, Fatemeh Jalil Dehbozorgi, Marah Talal Alhalabi
2015	—	`conf`	Mobile-Based Archival and Retrieval of Missing Objects Using Image Matching. FiCloud Mohammed Ghazal, Fasila Haneefa, Samr Ali, Yasmina Alkhalil, Eman Rashed
2015	—	`conf`	Novel vegetation estimation index computation in arid environments. ISSPIT Hassan Hajjdiab, Samr Ali, Mohammed Ghazal
2015	—	`conf`	UAV-based remote sensing for vegetation cover estimation using NDVI imagery and level sets method. ISSPIT Mohammed Ghazal, Yasmina Al Khalil, Hassan Hajjdiab
2012	J	`jnl`	Real-time vandalism detection by monitoring object activities. Multim. Tools Appl. Mohammed Ghazal, Carlos Vázquez, Aishy Amer
2011	J	`jnl`	Homogeneity Localization Using Particle Filters With Application to Noise Estimation. IEEE Trans. Image Process. Mohammed Ghazal, Aishy Amer
2009	J	`jnl`	Feature-based detection and correction of occlusions and split of video objects. Signal Image Video Process. Carlos Vázquez, Mohammed Ghazal, Aishy Amer
2008	J	`jnl`	Robust Global Motion Estimation Oriented to Video Object Segmentation. IEEE Trans. Image Process. Bin Qi, Mohammed Ghazal, Aishy Amer
2008	J	`jnl`	Structure-Oriented Multidirectional Wiener Filter for Denoising of Image and Video Signals. IEEE Trans. Circuits Syst. Video Technol. Mohammed Ghazal, Aishy Amer, Ali Ghrayeb
2007	J	`jnl`	A Fast Directional Sigma Filter for Noise Reduction in Digital TV Signals. IEEE Trans. Consumer Electron. Mohammed Ghazal, Aishy Amer, Ali Ghrayeb
2007	J	`jnl`	A Real-Time Technique for Spatio-Temporal Video Noise Estimation. IEEE Trans. Circuits Syst. Video Technol. Mohammed Ghazal, Aishy Amer, Ali Ghrayeb
2007	—	`conf`	Motion and Region Detection for Effective Recursive Temporal Noise Reduction. ICASSP (1) Mohammed Ghazal, Chang Su, Aishy Amer
2007	C	`conf`	Occlusion and split detection and correction for object tracking in surveillance applications. VCIP Carlos Vázquez, Mohammed Ghazal, Aishy Amer
2007	B	`conf`	Real-time automatic detection of vandalism behavior in video sequences. SMC Mohammed Ghazal, Carlos Vázquez, Aishy Amer
2007	—	`conf`	Total Occlusion Correction using Invariantwavelet Features. ICIP (3) Mohammed Ghazal, Aishy Amer
2006	—	`conf`	A Modular Distributed Video Surveillance System Over IP. CCECE Drew Ostheimer, Sebastien Lemay, Mohammed Ghazal, Dennis Mayisela, Aishy Amer, Pierre F. Dagba
2006	—	`conf`	Homogeneity-Based Directional Wiener Filtering of Video Noise. ICASSP (2) Mohammed Ghazal, Aishy Amer, Ali Ghrayeb
2006	—	`conf`	Structure-Oriented Spatio-Temporal Video Noise Estimation. ICASSP (2) Mohammed Ghazal, Aishy Amer, Ali Ghrayeb
2005	—	`conf`	Homogeneity-based directional sigma filtering of video noise. ICIP (1) Mohammed Ghazal, Aishy Amer, Ali Ghrayeb