Adel Elmaghraby

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 64

Top Topics

Convolutional Neural Networks

Sentiment Classification

Accurate Segmentation

Top Venues

Publications

Bassant E. Youssef, Ahmed Alksas, Ahmed Shalaby, Ali Mahmoud, Eric Van Bogaert, Sohail Contractor, Mohammed Ghazal, Adel Elmaghraby, Ayman El-Baz
A Novel Technique of Pulmonary Nodules Auto Segmentation Using Modified Convolutional Neural Networks. ISBI (2023)
Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, Adel Elmaghraby
Making Cities Smarter - Optimization Problems for the IoT Enabled Smart City Development: A Mapping of Applications, Objectives, Constraints. Sensors 22 (12) (2022)
Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, Adel Elmaghraby
A Deep Convolutional Neural Network-XGB for Direction and Severity Aware Fall Detection and Activity Recognition. Sensors 22 (7) (2022)
Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Adel Elmaghraby, Ayman El-Baz
A Novel Framework for Accurate and Non-Invasive Pulmonary Nodule Diagnosis by Integrating Texture and Contour Descriptors. ISBI (2021)
Omar Dekhil, Ahmed Shalaby, Ahmed Soliman, Ali Mahmoud, Maiying Kong, Gregory Barnes, Adel Elmaghraby, Ayman El-Baz
Identifying brain areas correlated with ADOS raw scores by studying altered dynamic functional connectivity patterns. Medical Image Anal. 68 (2021)
Abbas Shah Syed, Daniel Sierra-Sosa, Anup Kumar, Adel Elmaghraby
A Hierarchical Approach to Activity Recognition and Fall Detection Using Wavelets and Adaptive Pooling. Sensors 21 (19) (2021)
Babak Joze Abbaschian, Daniel Sierra-Sosa, Adel Elmaghraby
Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models. Sensors 21 (4) (2021)
Sofia Zahia, Begonya Garcia-Zapirain, Adel Elmaghraby
Integrating 3D Model Representation for an Accurate Non-Invasive Assessment of Pressure Injuries with Deep Learning. Sensors 20 (10) (2020)
Sofia Zahia, Begoña García Zapirain Soto, Xavier Sevillano, Alejandro González, Paul J. Kim, Adel Elmaghraby
Pressure injury image analysis with machine learning techniques: A systematic review on previous and possible future methods. Artif. Intell. Medicine 102 (2020)
Daniel Sierra-Sosa, Michael Telahun, Adel Elmaghraby
TensorFlow Quantum: Impacts of Quantum State Preparation on Quantum Machine Learning Performance. IEEE Access 8 (2020)
Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
A Comprehensive Framework For Accurate Classification of Pulmonary Nodules. ICIP (2020)
Asma Baccouche, Sadaf Ahmed, Daniel Sierra-Sosa, Adel Elmaghraby
Malicious Text Identification: Deep Learning from Public Comments and Emails. Inf. 11 (6) (2020)
Asma Baccouche, Begonya Garcia-Zapirain, Cristian Castillo-Olea, Adel Elmaghraby
Ensemble Deep Learning Models for Heart Disease Classification: A Case Study from Mexico. Inf. 11 (4) (2020)
Heba Kandil, Ahmed Soliman, Fatma Taher, Mohammed Ghazal, Mohiuddin Hadi, Adel Elmaghraby, Ayman El-Baz
Analysis Of The Importance Of Systolic Blood Pressure Versus Diastolic Blood Pressure In Diagnosing Hypertension: MRA Study. ICIP (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)
Hisham Abdeltawab, Fahmi Khalifa, Fatma Taher, Garth M. Beache, Tamer Mohamed, Adel Elmaghraby, Mohammed Ghazal, Robert Keynton, Ayman El-Baz
Automatic Segmentation and Functional Assessment of the Left Ventricle using U-net Fully Convolutional Network. IST (2019)
Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Fatma Taher, Mohammed Ghazal, Neal Dunlap, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
A Novel CT-Based Descriptors for Precise Diagnosis of Pulmonary Nodules. ICIP (2019)
Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
Radiomic-Based Framework for Early Diagnosis of Lung Cancer. ISBI (2019)
Carlos Salinas Alvarez, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Deborah Yoder-Himes, Adel Elmaghraby
Detection of Volatile Compounds Emitted by Bacteria in Wounds Using Gas Sensors. Sensors 19 (7) (2019)
Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Fatma Taher, Mohammed Ghazal, Neal Dunlap, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
A New System for Lung Cancer Diagnosis based on the Integration of Global and Local CT Features. IST (2019)
Ahmed A. Sleman, Ahmed Soliman, Mohammed Ghazal, Harpal Sandhu, Shlomit Schaal, Adel Elmaghraby, Ayman El-Baz
Retinal Layers OCT Scans 3-D Segmentation. IST (2019)
Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Cristian Castillo, Ibon Ruiz Oleagordia, Roberto Nuño-Solinis, Maider Urtaran-Laresgoiti, Adel Elmaghraby
Scalable Healthcare Assessment for Diabetic Patients Using Deep Learning on Multiple GPUs. IEEE Trans. Ind. Informatics 15 (10) (2019)
Ahmed Naglah, Andrew P. DeFilippis, Fahmi Khalifa, Narayana Singam, Bahjat Aladili, Mohammed Ghazal, Guruprasad Giridharan, Ashraf Khalil, Adel Elmaghraby, Ayman El-Baz
Computer-Aided Diagnosis of Acute Myocardial Infarction using Time-Dependent Plasma Metabolites. IST (2019)
Omar Dekhil, Fatma Taher, Fahmi Khalifa, Garth M. Beache, Adel Elmaghraby, Ayman El-Baz
A Novel Fully Automated CAD System for Left Ventricle Volume Estimation. ISSPIT (2018)
Mohammed M. Elmogy, Begoña García Zapirain, Connor Burns, Adel Elmaghraby, Ayman El-Baz
Tissues Classification for Pressure Ulcer Images Based on 3D Convolutional Neural Network. ICIP (2018)
Mohamed Shehata, Fatma Taher, Mohammed Ghazal, Ali Mahmoud, Garth M. Beache, Mohamed Abou El-Ghar, Amy C. Dwyer, Adel Elmaghraby, Ayman El-Baz
Early Assessment of Acute Renal Rejection Post-transplantation: A Combined Imaging and Clinical Biomarkers Protocol. ISSPIT (2018)
Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Fatma Taher, Neal Dunlap, Brian Wang, Victor Van Berkel, Georgy L. Gimel'farb, Adel Elmaghraby, Ayman El-Baz
A Novel Autoencoder-Based Diagnostic System for Early Assessment of Lung Cancer. ICIP (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)
Heba Elgazzar, Adel Elmaghraby
Evolutionary Centrality and Maximal Cliques in Mobile Social Networks. CoRR (2018)
Sofia Zahia, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Adel Elmaghraby
Tissue classification and segmentation of pressure injuries using convolutional neural networks. Comput. Methods Programs Biomed. 159 (2018)
Omar Dekhil, Mohamed T. Ali, Ahmed Shalaby, Ali Mahmoud, Andy Switala, Mohammed Ghazal, Hassan Hajjdiab, Begonya Garcia-Zapirain, Adel Elmaghraby, Robert Keynton, Gregory Barnes, Ayman El-Baz
Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS Reports. MICCAI (3) (2018)
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)
Omar Dekhil, Fatma Taher, Fahmi Khalifa, Garth M. Beache, Adel Elmaghraby, Ayman El-Baz
A Novel Fully Automated CAD System for Left Ventricle Volume Estimation. 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)
Heba Kandil, Ahmed Soliman, Luay Fraiwan, Ahmed Shalaby, Ali H. Mahmoud, Ahmed ElTanboly, Adel Elmaghraby, Guruprasad A. Giridharan, Ayman El-Baz
A novel MRA framework based on integrated global and local analysis for accurate segmentation of the cerebral vascular system. ISBI (2018)
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)
Michael Losavio, Adel Elmaghraby, Antonio Losavio
Ubiquitous Networks, Ubiquitous Sensors: Issues of Security, Reliability and Privacy in the Internet of Things. UNet (2018)
Omar Abdelwahab, Adel Elmaghraby
Deep Learning Based vs. Markov Chain Based Text Generation for Cross Domain Adaptation for Sentiment Classification. IRI (2018)
Alain Sánchez-González, Begoña García Zapirain, Daniel Sierra-Sosa, Adel Elmaghraby
Automatized colon polyp segmentation via contour region analysis. Comput. Biol. Medicine 100 (2018)
Alain Sánchez-González, Begonya Garcia-Zapirain, Daniel Sierra-Sosa, Adel Elmaghraby
Colon Polyp Segmentation Using Texture Analysis. ISSPIT (2018)
Ahmed Shaffie, Ahmed Soliman, Hadil Abu Khalifeh, Mohammed Ghazal, Fatma Taher, Robert Keynton, Adel Elmaghraby, Ayman El-Baz
On The Integration of CT-Derived Features for Accurate Detection of Lung Cancer. ISSPIT (2018)
Yaser A. Elnakieb, Mohamed T. Ali, Omar Dekhil, Mohamed E. Khalefa, Ahmed Soliman, Ahmed Shalaby, Ali Mahmoud, Mohammed Ghazal, Hassan Hajjdiab, Adel Elmaghraby, Robert Keynton, Gregory Barnes, Ayman El-Baz
Towards Accurate Personalized Autism Diagnosis Using Different Imaging Modalities: sMRI, fMRI, and DTI. ISSPIT (2018)
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)
Daniel Sierra-Sosa, David Ortiz P., Begoña García Zapirain, Adel Elmaghraby
Morphological Analysis of Pressure Injury Images. ISSPIT (2018)
Ahmed A. Sleman, Ahmed ElTanboly, Ahmed Soliman, Mohammed Ghazal, Harpal Sandhu, Shlomit Schaal, Robert Keynton, Adel Elmaghraby, Ayman El-Baz
An Innovative 3D Adaptive Patient-Related Atlas for Automatic Segmentation of Retina Layers from Oct Images. ICIP (2018)
Yaser A. Elnakieb, Matthew Nitzken, Ahmed Shalaby, Omar Dekhil, Ali Mahmoud, Andy Switala, Adel Elmaghraby, Robert Keynton, Mohammed Ghazal, Ashraf Khalil, Gregory Barnes, Ayman El-Baz
Towards Personalized Autism Diagnosis: Promising Results. ICPR (2018)
Mohsen Asghari, Daniel Sierra-Sosa, Adel Elmaghraby
Trends on Health in Social Media: Analysis using Twitter Topic Modeling. ISSPIT (2018)
Heba Kandil, Ahmed Soliman, Fatma Taher, Ali Mahmoud, Adel Elmaghraby, Ayman El-Baz
Using 3-D CNNs and Local Blood Flow Information to Segment Cerebral Vasculature. ISSPIT (2018)
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)
Heba Kandil, Ahmed Soliman, Mohammed Ghazal, Ali Mahmoud, Ahmed ElTanboly, Samineh Mesbah, Ali Aslantas, Ahmed Shalaby, Guruprasad A. Giridharan, Adel Elmaghraby, Ayman El-Baz
A Novel MRA-Based Framework For Detecting Correlation Between Cerebrovascular Changes and Mean Arterial Pressure. IST (2018)
Asma Baccouche, Begonya Garcia-Zapirain, Adel Elmaghraby
Annotation Technique for Health-Related Tweets Sentiment Analysis. ISSPIT (2018)
Mohsen Asghari, Daniel Sierra-Sosa, Adel Elmaghraby
A Semi-Automatic System for Data Management and Cleaning. ISSPIT (2018)
Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Mohammed Ghazal, Ayman El-Baz
A comprehensive framework for early assessment of lung injury. ICIP (2017)
Michael Losavio, Adel Elmaghraby
Security and the Transnational Information Polity. J. Digit. Forensics Secur. Law 12 (3) (2017)
Cristina Diaz, Begoña García Zapirain, Cristian Castillo, Daniel Sierra-Sosa, Adel Elmaghraby, Paul J. Kim
Simulation and development of a system for the analysis of pressure ulcers. ISSPIT (2017)
Begonya Garcia-Zapirain, Ahmed Shalaby, Ayman El-Baz, Adel Elmaghraby
Automated framework for accurate segmentation of pressure ulcer images. Comput. Biol. Medicine 90 (2017)
Ahmed Shaffie, Ahmed Soliman, Mohammed Ghazal, Fatma Taher, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Ayman El-Baz
A new framework for incorporating appearance and shape features of lung nodules for precise diagnosis of lung cancer. ICIP (2017)
Ornela Bardhi, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Adel Elmaghraby
Automatic colon polyp detection using Convolutional encoder-decoder model. ISSPIT (2017)
Fahmi Khalifa, Ahmed Soliman, Adel Elmaghraby, Georgy L. Gimel'farb, Ayman El-Baz
3D Kidney Segmentation from Abdominal Images Using Spatial-Appearance Models. Comput. Math. Methods Medicine 2017 (2017)
Fahmi Khalifa, Ahmed Soliman, Ali Takieldeen, Mohamed Shehata, Mahmoud Mostapha, Ahmed Shaffie, Rosemary Ouseph, Adel Elmaghraby, Ayman El-Baz
Kidney segmentation from CT images using a 3D NMF-guided active contour model. ISBI (2016)
Omar Abdelwahab, Adel Elmaghraby
UofL at SemEval-2016 Task 4: Multi Domain word2vec for Twitter Sentiment Classification. SemEval@NAACL-HLT (2016)
Ali Alsaadi, Anup Kumar, Bin Xie, Adel Elmaghraby
MobiX: A software proposal based authentication service for mobile devices. ISSPIT (2016)
Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Ni Liu, Neal Dunlap, Brian Wang, Adel Elmaghraby, Georgy L. Gimel'farb, Ayman El-Baz
Image-based CAD system for accurate identification of lung injury. ICIP (2016)
Ahmed Soliman, Fahmi Khalifa, Ahmed Shaffie, Neal Dunlap, Brian Wang, Adel Elmaghraby, Ayman El-Baz
Detection of lung injury using 4D-CT chest images. ISBI (2016)
Omar Abdelwahab, Mohamed Bahgat, Christopher J. Lowrance, Adel Elmaghraby
Effect of training set size on SVM and Naïve Bayes for Twitter sentiment analysis. ISSPIT (2015)
Alsanossi M. Ahmed, Quasim H. Mehdi, Robert Moreton, Adel Elmaghraby
Serious games providing opportunities to empower citizen engagement and participation in e-government services. CGAMES (2015)
Michael Losavio, Corinne Rogers, Adel Elmaghraby
Digital heritage from the Smart City and the Internet of Things: History or stasis? Digital Heritage (2015)
Hisham Sliman, Ahmed Elnakib, Garth M. Beache, Ahmed Soliman, Fahmi Khalifa, Georgy L. Gimel'farb, Adel Elmaghraby, Ayman El-Baz
A novel 4D PDE-based approach for accurate assessment of myocardium function using cine cardiac magnetic resonance images. ICIP (2014)
Kristopher Reese, Roman V. Yampolskiy, Adel Elmaghraby
A framework for interactive generation of music for games. CGAMES (2012)
Ghada A. El Khayat, Tamer F. Mabrouk, Adel Elmaghraby
Intelligent serious games system for children with learning disabilities. CGAMES (2012)
Adel Elmaghraby, Amaia Méndez, Begoña García Zapirain, Walaa M. Sheta, Saleh el Shehaby
Serious games and Health Informatics: A unified framework. CGAMES (2012)
Ahmad Firjani, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Elmaghraby, Ayman El-Baz
A novel image-based approach for early detection of prostate cancer. ICIP (2012)
Ahmad Firjani, Fahmi Khalifa, Ahmed Elnakib, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Elmaghraby, Ayman El-Baz
Non-Invasive Image-Based Approach for Early Detection of Prostate Cancer. DeSE (2011)
Noha Youssry El-Zehiry, Prasanna K. Sahoo, Adel Elmaghraby
Combinatorial Optimization of the piecewise constant Mumford-Shah functional with application to scalar/vector valued and volumetric image segmentation. Image Vis. Comput. 29 (6) (2011)
Ahmad Firjani, Ahmed Elnakib, Fahmi Khalifa, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, J. Suri, Adel Elmaghraby, Ayman El-Baz
A new 3D automatic segmentation framework for accurate segmentation of prostate from DCE-MRI. ISBI (2011)
Yufeng Zheng, Adel Elmaghraby
A brief survey on multispectral face recognition and multimodal score fusion. ISSPIT (2011)
Ahmad Firjani, Ahmed Elnakib, Fahmi Khalifa, Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Elmaghraby
A novel 3D segmentation approach for segmenting the prostate from dynamic contrast enhanced MRI using current appearance and learned shape prior. ISSPIT (2010)
Amaia Méndez Zorrilla, Noha Youssry El-Zehiry, Begoña García Zapirain, Adel Elmaghraby
Pathological vocal folds diagnosis using modified active contour models. ISSPA (2010)
Ahmad Firjani, Ahmed Elnakib, Ayman El-Baz, Georgy L. Gimel'farb, Mohamed Abou El-Ghar, Adel Elmaghraby
Novel Stochastic Framework for Accurate Segmentation of Prostate in Dynamic Contrast Enhanced MRI. Prostate Cancer Imaging (2010)
Noha Youssry El-Zehiry, Adel Elmaghraby
An Active Surface Model for Volumetric Image Segmentation. ISBI (2009)
Noha Youssry El-Zehiry, Manuel Casanova, Adel Elmaghraby
Variability of the relative corpus callosum cross sectional area between dyslexic and normally developed brains. ISBI (2008)
Noha Youssry El-Zehiry, Adel Elmaghraby
Graph cut based deformable model with statistical shape priors. ICPR (2008)
Mohamed Battisha, Adel Elmaghraby, Hanafy Meleis, Satya Samineni
Adaptive tracking of network behavioral signals for real time forensic analysis of service quality degradation. IEEE Trans. Netw. Serv. Manag. 5 (2) (2008)
Olfa Nasraoui, Deborah W. Keeling, Adel Elmaghraby, George Higgins, Michael Losavio
Node-Based Probing and Monitoring to Investigate Use of Peer-to-Peer Technologies for Distribution of Contraband Material. SADFE (2008)
Michael Losavio, Deborah W. Keeling, Adel Elmaghraby, George Higgins, John Shutt
Network Forensics: Network Data and State Seizures in the United States. SADFE (2008)
Noha Youssry El-Zehiry, Adel Elmaghraby
Agraph cut based active contour without edges with relaxed homogeneity constraint. ICPR (2008)
Noha Youssry El-Zehiry, Adel Elmaghraby
A graph cut based active contour for multiphase image segmentation. ICIP (2008)
Michael Losavio, Deborah W. Keeling, Adel Elmaghraby, George Higgins, John Shutt
Implications of Attorney Experiences with Digital Forensics and Electronic Evidence in the United States. SADFE (2008)
Aleksey Fadeev, Hichem Frigui, Dae-Jin Kim, Adel Elmaghraby
Transformation of Relational Features for Use with Conventional Classifiers. FUZZ-IEEE (2007)
Adel Elmaghraby, James H. Graham, Jana Godwin, Michael Losavio, Deborah Wilson
Challenge - Construction of an Adequate Digital Forensics Testbed. SADFE (2007)
Michael Losavio, David King, Adel Elmaghraby, Kevin Price
Global Opportunities for Service Learning in Computer Science. FECS (2006)
Michael Losavio, Deborah Wilson, Adel Elmaghraby
Prevalence, Use, and Evidentiary Issues of Digital Evidence of Cellular Telephone Consumer and Small-Scale Digital Devices. J. Digit. Forensic Pract. 1 (4) (2006)
Aleksey Fadeev, Nevine H. Eltonsy, Georgia D. Tourassi, Robert Martin, Adel Elmaghraby
Adapted morphing model for 3D volume reconstruction applied to abdominal CT images. Medical Imaging: Image-Guided Procedures (2005)
Pallavi Vyas, Adel Elmaghraby, Robert Topp
Data mining application for predictive learning from visiting nurse association data. ICMLA (2004)
Mariofanna G. Milanova, Adel Elmaghraby, Stuart Harvey Rubin
Cellular Neural Networks for Segmentation of Image Sequence. IS (2000)