Mohammed Elmogy

62 papers A 1B 5Journal 31Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
Eff-swin-hgso: attention-driven and optimized plant leaf disease diagnosis using efficientNetV2B0 and swin transformer with HGSO feature selection.
J. Supercomput.
Yasmin M. Alsakar, Nehal A. Sakr, Mohammed Elmogy
2025 J jnl
Underwater image restoration and enhancement: a comprehensive review of recent trends, challenges, and applications.
Vis. Comput.
Yasmin M. Alsakar, Nehal A. Sakr, Shaker H. Ali El-Sappagh, Tamer AbuHmed, Mohammed Elmogy
2025 — conf
Watermark Removal via Boundary-Aware Segmentation and Semantic-Guided Diffusion.
PRCV (2)
Yi Gao, Shuo Chen, Yanlong Li, Zhenjie Jiang, Ruyu Liu, Jianhua Zhang, Mohammed Elmogy, Shengyong Chen
2024 — conf
3D Dental Reconstruction Based on 2D X-Ray Images: A Survey.
NILES
Yasmin M. Alsakar, Naira Elazab, Nermeen Nader, Waleed Al-Adrousy, Mohammed Elmogy
2024 J jnl
Computer-aided diagnosis system for grading brain tumor using histopathology images based on color and texture features.
BMC Medical Imaging
Naira Elazab, Wael Gab Allah, Mohammed Elmogy
2024 J jnl
Enhanced kinship verification analysis based on color and texture handcrafted techniques.
Vis. Comput.
Nermeen Nader, Fatma El-Zahraa A. El-Gamal, Mohammed Elmogy
2024 — conf
Improved Dental Disorder Diagnosis Using Hybrid EfficientNet-CoAtNet Feature Extraction and Stacking Classifiers.
NILES
Naira Elazab, Nermeen Nader, Yasmin M. Alsakar, Waleed Al-Adrousy, Mohammed Elmogy
2023 J jnl
Early Detection of Alzheimer's Disease Based on Laplacian Re-Decomposition and XGBoosting.
Comput. Syst. Sci. Eng.
Hala Ahmed, Hassan Soliman, Shaker H. Ali El-Sappagh, Tamer AbuHmed, Mohammed Elmogy
2023 J jnl
Missing values imputation using Fuzzy K-Top Matching Value.
J. King Saud Univ. Comput. Inf. Sci.
Azza Ali, Mervat Abu-Elkheir, Ahmed Atwan, Mohammed Elmogy
2022 J jnl
A computer-aided diagnosis system for detecting various diabetic retinopathy grades based on a hybrid deep learning technique.
Medical Biol. Eng. Comput.
Eman AbdelMaksoud, Sherif I. Barakat, Mohammed Elmogy
2022 J jnl
An Enhanced Deep Learning Technique for Prostate Cancer Identification Based on MRI Scans.
CoRR
Hussein Hashem, Yasmin M. Alsakar, Ahmed Elgarayhi, Mohammed Elmogy, Mohammed Sallah
2022 J jnl
Breast Cancer Classification Based on Histopathological Images Using a Deep Learning Capsule Network.
CoRR
Hayder A. Khikani, Naira Elazab, Ahmed Elgarayhi, Mohammed Elmogy, Mohammed Sallah
2022 J jnl
Colon Cancer Diagnosis Based on Machine Learning and Deep Learning: Modalities and Analysis Techniques.
Sensors
Mai Tharwat, Nehal A. Sakr, Shaker H. Ali El-Sappagh, Hassan Soliman, Kyung-Sup Kwak, Mohammed Elmogy
2022 J jnl
Efficient liver segmentation with 3D CNN using computed tomography scans.
CoRR
Khaled Humady, Yasmeen Al-Saeed, Nabila Eladawi, Ahmed Elgarayhi, Mohammed Elmogy, Mohammed Sallah
2022 J jnl
Semantic Architecture for Interoperability in Distributed Healthcare Systems.
IEEE Access
Ebtsam Adel, Shaker H. Ali El-Sappagh, Sherif I. Barakat, Kyung Sup Kwak, Mohammed Elmogy
2021 J jnl
A Novel Coarse-to-Fine Sea-Land Segmentation Technique Based on Superpixel Fuzzy C-Means Clustering and Modified Chan-Vese Model.
IEEE Access
Eman Elkhateeb, Hassan Soliman, Ahmed Atwan, Mohammed Elmogy, Kyung-Sup Kwak, Nagham E. Mekky
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
Automatic Diabetic Retinopathy Grading System Based on Detecting Multiple Retinal Lesions.
IEEE Access
Eman AbdelMaksoud, Shaker H. Ali El-Sappagh, Sherif I. Barakat, Tamer AbuHmed, Mohammed Elmogy
2021 J jnl
DNA sequence reconstruction based on innovated hybridization technique of probabilistic cellular automata and particle swarm optimization.
Inf. Sci.
Wesam M. Elsayed, Mohammed Elmogy, B. S. El-Desouky
2021 J jnl
Genetic variations analysis for complex brain disease diagnosis using machine learning techniques: opportunities and hurdles.
PeerJ Comput. Sci.
Hala Ahmed, Louai Alarabi, Shaker H. Ali El-Sappagh, Hassan Soliman, Mohammed Elmogy
2021 J jnl
King Abdulaziz University Breast Cancer Mammogram Dataset (KAU-BCMD).
Data
Asmaa S. Alsolami, Wafaa M. Shalash, Wafaa Adnan Alsaggaf, Sawsan Ashoor, Haneen Refaat, Mohammed Elmogy
2021 J jnl
Kinship verification and recognition based on handcrafted and deep learning feature-based techniques.
PeerJ Comput. Sci.
Nermeen Nader, Fatma El-Zahraa A. El-Gamal, Shaker H. Ali El-Sappagh, Kyung Sup Kwak, Mohammed Elmogy
2021 J jnl
Precise Identification of Prostate Cancer from DWI Using Transfer Learning.
Sensors
Islam R. Abdelmaksoud, Ahmed Shalaby, Ali Mahmoud, Mohammed Elmogy, Ahmed Aboelfetouh, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Norah Saleh Alghamdi, Ayman El-Baz
2020 J jnl
A comprehensive diagnosis system for early signs and different diabetic retinopathy grades using fundus retinal images based on pathological changes detection.
Comput. Biol. Medicine
Eman AbdelMaksoud, Sherif I. Barakat, Mohammed Elmogy
2020 J jnl
A framework for disease diagnosis based on fuzzy semantic ontology approach.
Int. J. Medical Eng. Informatics
Nora Shoaip, Shaker H. Ali El-Sappagh, Sherif I. Barakat, Mohammed Elmogy
2020 J jnl
A semantic interoperability framework for distributed electronic health record based on fuzzy ontology.
Int. J. Medical Eng. Informatics
Ebtsam Adel, Shaker H. Ali El-Sappagh, Sherif I. Barakat, Mohammed Elmogy
2020 J jnl
Diabetic Retinopathy Grading System Based on Transfer Learning.
CoRR
Eman AbdelMaksoud, Sherif I. Barakat, Mohammed Elmogy
2020 J jnl
Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends.
CoRR
Naira Elazab, Hassan Soliman, Shaker H. Ali El-Sappagh, S. M. Riazul Islam, Mohammed Elmogy
2019 J jnl
3D image reconstruction from different image formats using marching cubes technique.
Int. J. Comput. Vis. Robotics
Abdou Shalaby, Mohammed Elmogy, Ahmed Abou El-Fetouh
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 J jnl
A case-base fuzzification process: diabetes diagnosis case study.
Soft Comput.
Shaker H. Ali El-Sappagh, Mohammed Elmogy, Farman Ali, Kyung Sup Kwak
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
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
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 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
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 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
An Automated Classification Framework for Pressure Ulcer Tissues Based on 3D Convolutional Neural Network.
ICPR
Mohammed Elmogy, Begoña García Zapirain, Adel Said 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 J jnl
Classification of pressure ulcer tissues with 3D convolutional neural network.
Medical Biol. Eng. Comput.
Begoña García Zapirain, Mohammed Elmogy, Ayman El-Baz, Adel Said Elmaghraby
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
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 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
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
2016 — conf
A Proposed Cloud-based Framework for Integrating Electronic Health Records.
INFOS
Abdel Nasser H. Zaied, Mohammed Elmogy, Seham Abd Elkader
2016 J jnl
An encoding methodology for medical knowledge using SNOMED CT ontology.
J. King Saud Univ. Comput. Inf. Sci.
Shaker H. Ali El-Sappagh, Mohammed Elmogy
2014 — conf
A Hybrid Chaos and Fuzzy C-Means Clustering Technique for Watermarking Authentication.
AMLTA
Kamal Hammouda, Mohammed Elmogy, B. S. El-Desouky
2014 — conf
MRI Brain Tumor Segmentation System Based on Hybrid Clustering Techniques.
AMLTA
Eman A. Abdel Maksoud, Mohammed Elmogy, Rashid Mokhtar Al-Awadi
2013 — conf
Rough Based Granular Computing Approach for Making Treatment Decisions of Hepatitis C.
ICCTA
Farid A. Badria, Mohammed M. Eissa, Mohammed Elmogy, Mohammed Hashem
2011 J jnl
Multimodal cognitive interface for robot navigation.
Cogn. Process.
Mohammed Elmogy, Christopher Habel, Jianwei Zhang
2010 — —
Humanoid robot navigation based on a multimodal cognitive interface.
Mohammed Elmogy
2010 — conf
Time Efficient Hybrid Motion Planning Algorithm for HOAP-2 Humanoid Robot.
ISR/ROBOTIK
Mohammed Elmogy, Christopher Habel, Jianwei Zhang
2009 — ch.
A Cognitively Motivated Route-Interface for Mobile Robot Navigation.
Human Centered Robot Systems, Cognition, Interaction, Technology
Mohammed Elmogy, Christopher Habel, Jianwei Zhang
2009 A conf
Online motion planning for HOAP-2 humanoid robot navigation.
IROS
Mohammed Elmogy, Christopher Habel, Jianwei Zhang
2008 — conf
Robust real-time landmark recognition for humanoid robot navigation.
ROBIO
Mohammed Elmogy, Jianwei Zhang