Mohammed Elmogy

ORCID

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 46

Top Venues

University of Hamburg (PHD)

Education History

University of Hamburg

PHD

Publications

Hala Ahmed, Hassan Soliman, Shaker H. Ali El-Sappagh, Tamer Abuhmed, Mohammed Elmogy
Early Detection of Alzheimer's Disease Based on Laplacian Re-Decomposition and XGBoosting. Comput. Syst. Sci. Eng. 46 (3) (2023)
Azza Ali, Mervat Abu-Elkheir, Ahmed Atwan, Mohammed Elmogy
Missing values imputation using Fuzzy K-Top Matching Value. J. King Saud Univ. Comput. Inf. Sci. 35 (1) (2023)
Eman AbdelMaksoud, Sherif I. Barakat, Mohammed Elmogy
A computer-aided diagnosis system for detecting various diabetic retinopathy grades based on a hybrid deep learning technique. Medical Biol. Eng. Comput. 60 (7) (2022)
Ebtsam Adel, Shaker H. Ali El-Sappagh, Sherif I. Barakat, Kyung Sup Kwak, Mohammed Elmogy
Semantic Architecture for Interoperability in Distributed Healthcare Systems. IEEE Access 10 (2022)
Hussein Hashem, Yasmin Alsakar, Ahmed Elgarayhi, Mohammed Elmogy, Mohammed Sallah
An Enhanced Deep Learning Technique for Prostate Cancer Identification Based on MRI Scans. CoRR (2022)
Hayder A. Khikani, Naira Elazab, Ahmed Elgarayhi, Mohammed Elmogy, Mohammed Sallah
Breast Cancer Classification Based on Histopathological Images Using a Deep Learning Capsule Network. CoRR (2022)
Mai Tharwat, Nehal A. Sakr, Shaker H. Ali El-Sappagh, Hassan Soliman, Kyung-Sup Kwak, Mohammed Elmogy
Colon Cancer Diagnosis Based on Machine Learning and Deep Learning: Modalities and Analysis Techniques. Sensors 22 (23) (2022)
Khaled Humady, Yasmeen Al-Saeed, Nabila Eladawi, Ahmed Elgarayhi, Mohammed Elmogy, Mohammed Sallah
Efficient liver segmentation with 3D CNN using computed tomography scans. CoRR (2022)
Eman AbdelMaksoud, Shaker H. Ali El-Sappagh, Sherif I. Barakat, Tamer AbuHmed, Mohammed Elmogy
Automatic Diabetic Retinopathy Grading System Based on Detecting Multiple Retinal Lesions. IEEE Access 9 (2021)
Eman Elkhateeb, Hassan Soliman, Ahmed Atwan, Mohammed Elmogy, Kyung-Sup Kwak, Nagham E. Mekky
A Novel Coarse-to-Fine Sea-Land Segmentation Technique Based on Superpixel Fuzzy C-Means Clustering and Modified Chan-Vese Model. IEEE Access 9 (2021)
Wesam M. Elsayed, Mohammed Elmogy, B. S. El-Desouky
DNA sequence reconstruction based on innovated hybridization technique of probabilistic cellular automata and particle swarm optimization. Inf. Sci. 547 (2021)
Fatma El-Zahraa A. El-Gamal, Mohammed Elmogy, Ali Mahmoud, Ahmed Shalaby, Andrew E. Switala, Mohammed Ghazal, Hassan Soliman, Ahmed Atwan, Norah Saleh Alghamdi, Gregory N. Barnes, Ayman El-Baz
A Personalized Computer-Aided Diagnosis System for Mild Cognitive Impairment (MCI) Using Structural MRI (sMRI). Sensors 21 (16) (2021)
Nermeen Nader, Fatma El-Zahraa A. El-Gamal, Shaker H. Ali El-Sappagh, Kyung Sup Kwak, Mohammed Elmogy
Kinship verification and recognition based on handcrafted and deep learning feature-based techniques. PeerJ Comput. Sci. 7 (2021)
Asmaa S. Alsolami, Wafaa M. Shalash, Wafaa Alsaggaf, Sawsan Ashoor, Haneen Refaat, Mohammed Elmogy
King Abdulaziz University Breast Cancer Mammogram Dataset (KAU-BCMD). Data 6 (11) (2021)
Islam R. Abdelmaksoud, Ahmed Shalaby, Ali Mahmoud, Mohammed Elmogy, Ahmed Aboelfetouh, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Norah Saleh Alghamdi, Ayman El-Baz
Precise Identification of Prostate Cancer from DWI Using Transfer Learning. Sensors 21 (11) (2021)
Hala Ahmed, Louai Alarabi, Shaker H. Ali El-Sappagh, Hassan Soliman, Mohammed Elmogy
Genetic variations analysis for complex brain disease diagnosis using machine learning techniques: opportunities and hurdles. PeerJ Comput. Sci. 7 (2021)
Eman AbdelMaksoud, Sherif I. Barakat, Mohammed Elmogy
Diabetic Retinopathy Grading System Based on Transfer Learning. CoRR (2020)
Ebtsam Adel, Shaker H. Ali El-Sappagh, Sherif I. Barakat, Mohammed Elmogy
A semantic interoperability framework for distributed electronic health record based on fuzzy ontology. Int. J. Medical Eng. Informatics 12 (3) (2020)
Nora Shoaip, Shaker H. Ali El-Sappagh, Sherif I. Barakat, Mohammed Elmogy
A framework for disease diagnosis based on fuzzy semantic ontology approach. Int. J. Medical Eng. Informatics 12 (5) (2020)
Eman AbdelMaksoud, Sherif I. Barakat, Mohammed Elmogy
A comprehensive diagnosis system for early signs and different diabetic retinopathy grades using fundus retinal images based on pathological changes detection. Comput. Biol. Medicine 126 (2020)
Naira Elazab, Hassan Soliman, Shaker H. Ali El-Sappagh, S. M. Riazul Islam, Mohammed Elmogy
Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends. CoRR (2020)
Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
Detecting Prostate Cancer Using A CNN-Based System Without Segmentation. ISBI (2019)
Abdou Shalaby, Mohammed Elmogy, Ahmed Abou El-Fetouh
3D image reconstruction from different image formats using marching cubes technique. Int. J. Comput. Vis. Robotics 9 (3) (2019)
Islam R. Abdelmaksoud, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Robert Keynton, Ayman El-Baz
An Accurate System for Prostate Cancer Localization from Diffusion-Weighted MRI. IST (2019)
Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Ayman El-Baz
Diabetic Retinopathy Grading Using 3D Multi-path Convolutional Neural Network Based on Fusing Features from OCTA Scans, Demographic, and Clinical Biomarkers. IST (2019)
Kamal Hammouda, Ayman El-Baz, Fahmi Khalifa, Ahmed Soliman, Mohammed Ghazal, Mohamed Abou El-Ghar, Ahmed Haddad, Mohammed Elmogy, Hanan E. Darwish, Robert Keynton
A Deep Learning-Based Approach for Accurate Segmentation of Bladder Wall using MR Images. IST (2019)
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
Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISBI (2019)
Mohammed Elmogy, Ashraf Khalil, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Ayman El-Baz
Chronic Wound Healing Assessment System Based on Color and Texture Analysis. IST (2019)
Shaker H. Ali El-Sappagh, Mohammed Elmogy, Farman Ali, Kyung Sup Kwak
A case-base fuzzification process: diabetes diagnosis case study. Soft Comput. 23 (14) (2019)
Ashraf Khalil, Mohammed Elmogy, Mohammed Ghazal, Connor Burns, Ayman El-Baz
Chronic Wound Healing Assessment System Based on Different Features Modalities and Non-Negative Matrix Factorization (NMF) Feature Reduction. IEEE Access 7 (2019)
Nabila Eladawi, Mohammed Elmogy, Mohammed Ghazal, Luay Fraiwan, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Harpal Sandhu, Robert Keynton, Ayman El-Baz
Early Signs Detection of Diabetic Retinopathy Using Optical Coherence Tomography Angiography Scans Based on 3D Multi-Path Convolutional Neural Network. ICIP (2019)
Islam Reda, Ayman El-Baz, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Ashraf Khalil, Robert Keynton
Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging. ICIP (2019)
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
Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISSPIT (2018)
Islam Reda, Ahmed Shalaby, Mohammed Elmogy, Mohammed Ghazal, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
A New Fast Framework for Early Detection of Prostate Cancer Without Prostate Segmentation. IST (2018)
Kamal Hammouda, Fahmi Khalifa, Mohammed Ghazal, Ahmed Haddad, Mohammed Elmogy, Hanan E. Darwish, Adel Elmaghraby, Ayman El-Baz
MRI Markers for Early Assessment of Bladder Cancer: A Review. ISSPIT (2018)
Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
A Computer-Aided System for Prostate Cancer Diagnosis. ISSPIT (2018)
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
Diabetic Retinopathy Early Detection Based on OCT and OCTA Feature Fusion. ISSPIT (2018)
Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Abou El-Fetouh, Babajide O. Ayinde, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
A Novel ADCs-Based CNN Classification System for Precise Diagnosis of Prostate Cancer. ICPR (2018)
Mohammed Elmogy, Begoña García Zapirain, Adel Said Elmaghraby, Ayman El-Baz
An Automated Classification Framework for Pressure Ulcer Tissues Based on 3D Convolutional Neural Network. ICPR (2018)
Begoña García Zapirain, Mohammed Elmogy, Ayman El-Baz, Adel Said Elmaghraby
Classification of pressure ulcer tissues with 3D convolutional neural network. Medical Biol. Eng. Comput. 56 (12) (2018)
Nabila Eladawi, Mohammed Elmogy, Luay Fraiwan, Francesco Pichi, Mohammed Ghazal, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Shlomit Schaal, Ayman El-Baz
Early Diagnosis of Diabetic Retinopathy in OCTA Images Based on Local Analysis of Retinal Blood Vessels and Foveal Avascular Zone. ICPR (2018)
Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
A Computer-Aided System for Prostate Cancer Diagnosis. ISSPIT (2018)
Nabila Eladawi, Mohammed Elmogy, Luay Fraiwan, Mohammed Ghazal, Francesco Pichi, Ahmed Aboelfetouh, Alaa Eldin M. Riad, Robert Keynton, Shlomit Schaal, Ayman El-Baz
An OCTA Based Diagnosis System Based on a Comprehensive Local Features Analysis for Early Diabetic Retinopathy Detection. IST (2018)
Ahmed Shalaby, Hassan Hajjdiab, Mohammed Ghazal, Islam Reda, Mohammed Elmogy, Ahmed Aboulfotouh, Ali Mahmoud, Ahmed El-giziri, Adel Elmaghraby, Ayman El-Baz
Computer-Aided Diagnosis of Prostate Cancer on Diffusion Weighted Imaging: A Technical Review. IST (2018)
Abdel Nasser H. Zaied, Mohammed Elmogy, Seham Abd Elkader
A Proposed Cloud-based Framework for Integrating Electronic Health Records. INFOS (2016)
Shaker H. Ali El-Sappagh, Mohammed Elmogy
An encoding methodology for medical knowledge using SNOMED CT ontology. J. King Saud Univ. Comput. Inf. Sci. 28 (3) (2016)
Eman A. Abdel Maksoud, Mohammed Elmogy, Rashid Mokhtar Al-Awadi
MRI Brain Tumor Segmentation System Based on Hybrid Clustering Techniques. AMLTA (2014)
Kamal Hamouda, Mohammed Elmogy, B. S. El-Desouky
A Hybrid Chaos and Fuzzy C-Means Clustering Technique for Watermarking Authentication. AMLTA (2014)
Farid A. Badria, Mohammed M. Eissa, Mohammed Elmogy, Mohammed Hashem
Rough Based Granular Computing Approach for Making Treatment Decisions of Hepatitis C. ICCTA (2013)
Mohammed Elmogy, Christopher Habel, Jianwei Zhang
Multimodal cognitive interface for robot navigation. Cogn. Process. 12 (1) (2011)
Mohammed Elmogy, Christopher Habel, Jianwei Zhang
Time Efficient Hybrid Motion Planning Algorithm for HOAP-2 Humanoid Robot. ISR/ROBOTIK (2010)
Mohammed Elmogy, Christopher Habel, Jianwei Zhang
Online motion planning for HOAP-2 humanoid robot navigation. IROS (2009)
Mohammed Elmogy, Jianwei Zhang
Robust real-time landmark recognition for humanoid robot navigation. ROBIO (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mohammed Elmogy