Shaker H. Ali El-Sappagh

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 65

Top Topics

Disease Progression

Decision Support

Artificial Intelligence

Top Venues

Int. J. Medical Eng. Informatics

Publications

Mohamed Abd Elaziz, Ibrahim Attiya, Laith Abualigah, Muddesar Iqbal, Amjad Ali, Ala I. Al-Fuqaha, Shaker H. Ali El-Sappagh
Hybrid Enhanced Optimization-Based Intelligent Task Scheduling for Sustainable Edge Computing. IEEE Trans. Consumer Electron. 70 (1) (2024)
Abdelrahman Desoky, Hany H. Ammar, Gamal Fahmy, Shaker H. Ali El-Sappagh, Abdeltawab M. Hendawi, Sameh Hassanien Basha
A novel keyless cryptosystem based on Latin square and cognitive artificial intelligence for blockchain and covert communications. Int. J. Appl. Cryptogr. 4 (3/4) (2024)
Nasir Rahim, Shaker H. Ali El-Sappagh, Haytham Rizk, Omar Amin El-serafy, Tamer Abuhmed
Information fusion-based Bayesian optimized heterogeneous deep ensemble model based on longitudinal neuroimaging data. Appl. Soft Comput. 162 (2024)
Abdulaziz Almohimeed, Redhwan M. A. Saad, Sherif Mostafa, Nora El-Rashidy, Sarah Farrag, Abdelkareem Gaballah, Mohamed E. Abd Elaziz, Shaker H. Ali El-Sappagh, Hager Saleh
Explainable Artificial Intelligence of Multi-Level Stacking Ensemble for Detection of Alzheimer's Disease Based on Particle Swarm Optimization and the Sub-Scores of Cognitive Biomarkers. IEEE Access 11 (2023)
Nasir Rahim, Shaker H. Ali El-Sappagh, Sajid Ali, Khan Muhammad, Javier Del Ser, Tamer Abuhmed
Prediction of Alzheimer's progression based on multimodal Deep-Learning-based fusion and visual Explainability of time-series data. Inf. Fusion 92 (2023)
Shaker H. Ali El-Sappagh, Jose Maria Alonso-Moral, Tamer Abuhmed, Farman Ali, Alberto José Bugarín Diz
Trustworthy artificial intelligence in Alzheimer's disease: state of the art, opportunities, and challenges. Artif. Intell. Rev. 56 (10) (2023)
Abdelrahman Desoky, Hany H. Ammar, Gamal Fahmy, Shaker H. Ali El-Sappagh, Abdeltawab M. Hendawi, Sameh H. Basha
Latin Square and Artificial Intelligence Cryptography for Blockchain and Centralized Systems. AISI (2023)
Mohamed Abd Elaziz, Abdelghani Dahou, Mohammed Azmi Al-Betar, Shaker H. Ali El-Sappagh, Diego Oliva, Ahmad O. Aseeri
Quantum Artificial Hummingbird Algorithm for Feature Selection of Social IoT. IEEE Access 11 (2023)
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)
Sajid Ali, Tamer Abuhmed, Shaker H. Ali El-Sappagh, Khan Muhammad, Jose Maria Alonso-Moral, Roberto Confalonieri, Riccardo Guidotti, Javier Del Ser, Natalia Díaz Rodríguez, Francisco Herrera
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence. Inf. Fusion 99 (2023)
Muhammad Junaid, Sajid Ali, Fatma Eid, Shaker H. Ali El-Sappagh, Tamer Abuhmed
Explainable machine learning models based on multimodal time-series data for the early detection of Parkinson's disease. Comput. Methods Programs Biomed. 234 (2023)
Maali Alabdulhafith, Hager Saleh, Hela Elmannai, Zainab Hassan Ali, Shaker H. Ali El-Sappagh, Jong Wan Hu, Nora El-Rashidy
A Clinical Decision Support System for Edge/Cloud ICU Readmission Model Based on Particle Swarm Optimization, Ensemble Machine Learning, and Explainable Artificial Intelligence. IEEE Access 11 (2023)
Waleed Nazih, Ahmad O. Aseeri, Osama Youssef Atallah, Shaker H. Ali El-Sappagh
Vision Transformer Model for Predicting the Severity of Diabetic Retinopathy in Fundus Photography-Based Retina Images. IEEE Access 11 (2023)
Mohamed Abd Elaziz, Abdelghani Dahou, Alhassan Mabrouk, Shaker H. Ali El-Sappagh, Ahmad O. Aseeri
An Efficient Artificial Rabbits Optimization Based on Mutation Strategy For Skin Cancer Prediction. Comput. Biol. Medicine 163 (2023)
Hager Saleh, Nora El-Rashidy, Tamer Abuhmed, Shaker H. Ali El-Sappagh
LSTM deep learning model for Alzheimer's disease prediction based on cost-effective time series cognitive scores. NILES (2023)
Mohamed Loey, Shaker H. Ali El-Sappagh, Seyedali Mirjalili
Bayesian-based optimized deep learning model to detect COVID-19 patients using chest X-ray image data. Comput. Biol. Medicine 142 (2022)
Sarang Sharma, Sheifali Gupta, Deepali Gupta, Sapna Juneja, Amena Mahmoud, Shaker H. Ali El-Sappagh, Kyung-Sup Kwak
Transfer learning-based modified inception model for the diagnosis of Alzheimer's disease. Frontiers Comput. Neurosci. 16 (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)
Mohammad Al-Shinwan, Laith Mohammad Abualigah, Trong-Dinh Huy, Ahmed Younes Shdefat, Maryam Altalhi, Chul-Soo Kim, Shaker H. Ali El-Sappagh, Mohamed Abd Elaziz, Kyung Sup Kwak
An Efficient 5G Data Plan Approach Based on Partially Distributed Mobility Architecture. Sensors 22 (1) (2022)
Hager Saleh, Sherif Mostafa, Abdullah Alharbi, Shaker H. Ali El-Sappagh, Tamim Alkhalifah
Heterogeneous Ensemble Deep Learning Model for Enhanced Arabic Sentiment Analysis. Sensors 22 (10) (2022)
Shaker H. Ali El-Sappagh, Hager Saleh, Farman Ali, Eslam Amer, Tamer Abuhmed
Two-stage deep learning model for Alzheimer's disease detection and prediction of the mild cognitive impairment time. Neural Comput. Appl. 34 (17) (2022)
Sajid Ali, Shaker H. Ali El-Sappagh, Farman Ali, Muhammad Imran, Tamer Abuhmed
Multitask Deep Learning for Cost-Effective Prediction of Patient's Length of Stay and Readmission State Using Multimodal Physical Activity Sensory Data. IEEE J. Biomed. Health Informatics 26 (12) (2022)
Nora El-Rashidy, Tamer AbuHmed, Louai Alarabi, Hazem M. El-Bakry, Samir Abdelrazek, Farman Ali, Shaker H. Ali El-Sappagh
Sepsis prediction in intensive care unit based on genetic feature optimization and stacked deep ensemble learning. Neural Comput. Appl. 34 (5) (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)
Firuz Juraev, Shaker H. Ali El-Sappagh, Eldor Abdukhamidov, Farman Ali, Tamer Abuhmed
Multilayer dynamic ensemble model for intensive care unit mortality prediction of neonate patients. J. Biomed. Informatics 135 (2022)
Shaker H. Ali El-Sappagh, Farman Ali, Tamer Abuhmed, Jaiteg Singh, José Maria Alonso
Automatic detection of Alzheimer's disease progression: An efficient information fusion approach with heterogeneous ensemble classifiers. Neurocomputing 512 (2022)
Eslam Amer, Shaker H. Ali El-Sappagh
Robust deep learning early alarm prediction model based on the behavioural smell for android malware. Comput. Secur. 116 (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)
Farman Ali, Shaker H. Ali El-Sappagh, S. M. Riazul Islam, Amjad Ali, Muhammad Attique, Muhammad Imran, Kyung-Sup Kwak
An intelligent healthcare monitoring framework using wearable sensors and social networking data. Future Gener. Comput. Syst. 114 (2021)
Eslam Amer, Ivan Zelinka, Shaker H. Ali El-Sappagh
A Multi-Perspective malware detection approach through behavioral fusion of API call sequence. Comput. Secur. 110 (2021)
Shaker H. Ali El-Sappagh, Hager Saleh, Radhya Sahal, Tamer AbuHmed, S. M. Riazul Islam, Farman Ali, Eslam Amer
Alzheimer's disease progression detection model based on an early fusion of cost-effective multimodal data. Future Gener. Comput. Syst. 115 (2021)
Tamer AbuHmed, Shaker H. Ali El-Sappagh, José Maria Alonso
Robust hybrid deep learning models for Alzheimer's progression detection. Knowl. Based Syst. 213 (2021)
Nora Shoaip, Amira Rezk, Shaker H. Ali El-Sappagh, Louai Alarabi, Sherif I. Barakat, Mohammed M. Elmogy
A Comprehensive Fuzzy Ontology-Based Decision Support System for Alzheimer's Disease Diagnosis. IEEE Access 9 (2021)
Shaker H. Ali El-Sappagh, Tamer AbuHmed, Bader Alouffi, Radhya Sahal, Naglaa Abdelhade, Hager Saleh
The Role of Medication Data to Enhance the Prediction of Alzheimer's Progression Using Machine Learning. Comput. Intell. Neurosci. 2021 (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)
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)
Shaker H. Ali El-Sappagh, Tamer AbuHmed, Kyung Sup Kwak
Alzheimer Disease Prediction Model Based on Decision Fusion of CNN-BiLSTM Deep Neural Networks. IntelliSys (3) (2020)
Pijush Kanti Dutta Pramanik, Arun Solanki, Abhinaba Debnath, Anand Nayyar, Shaker H. Ali El-Sappagh, Kyung-Sup Kwak
Advancing Modern Healthcare With Nanotechnology, Nanobiosensors, and Internet of Nano Things: Taxonomies, Applications, Architecture, and Challenges. IEEE Access 8 (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)
Shaker H. Ali El-Sappagh, Tamer AbuHmed, S. M. Riazul Islam, Kyung Sup Kwak
Multimodal multitask deep learning model for Alzheimer's disease progression detection based on time series data. Neurocomputing 412 (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)
Amjad Ali, Li Feng, Ali Kashif Bashir, Shaker H. Ali El-Sappagh, Syed Hassan Ahmed, Muddesar Iqbal, Gunasekaran Raja
Quality of Service Provisioning for Heterogeneous Services in Cognitive Radio-Enabled Internet of Things. IEEE Trans. Netw. Sci. Eng. 7 (1) (2020)
Simarjeet Kaur, Jimmy Singla, Lewis Nkenyereye, Sudan Jha, Deepak Prashar, Gyanendra Prasad Joshi, Shaker H. Ali El-Sappagh, Md. Saiful Islam, S. M. Riazul Islam
Medical Diagnostic Systems Using Artificial Intelligence (AI) Algorithms: Principles and Perspectives. IEEE Access 8 (2020)
Abdeltawab M. Hendawi, John A. Stankovic, Ayman Taha, Shaker H. Ali El-Sappagh, Amr A. Ahmadain, Mohamed H. Ali
Road network simplification for location-based services. GeoInformatica 24 (4) (2020)
Nora El-Rashidy, Shaker H. Ali El-Sappagh, Tamer AbuHmed, Samir Abdelrazek, Hazem M. El-Bakry
Intensive Care Unit Mortality Prediction: An Improved Patient-Specific Stacking Ensemble Model. IEEE Access 8 (2020)
Hanaa Ibrahim Abu Zahra, Shaker H. Ali El-Sappagh, Tarek A. El-Shishtawy
A Proposed Frequent Itemset Discovery Algorithm Based on Item Weights and Uncertainty. Int. J. Sociotechnology Knowl. Dev. 12 (1) (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)
Baljit Singh Saini, Parminder Singh, Anand Nayyar, Navdeep Kaur, Kamaljit Singh Bhatia, Shaker H. Ali El-Sappagh, Jong Wan Hu
A Three-Step Authentication Model for Mobile Phone User Using Keystroke Dynamics. IEEE Access 8 (2020)
Farman Ali, Shaker H. Ali El-Sappagh, S. M. Riazul Islam, Daehan Kwak, Amjad Ali, Muhammad Imran, Kyung-Sup Kwak
A smart healthcare monitoring system for heart disease prediction based on ensemble deep learning and feature fusion. Inf. Fusion 63 (2020)
Farman Ali, Shaker H. Ali El-Sappagh, Daehan Kwak
Fuzzy Ontology and LSTM-Based Text Mining: A Transportation Network Monitoring System for Assisting Travel. Sensors 19 (2) (2019)
Abdeltawab M. Hendawi, Jayant Gupta, Jiayi Liu, Ankur Teredesai, Naveen Ramakrishnan, Mohak Shah, Shaker H. Ali El-Sappagh, Kyung-Sup Kwak, Mohamed H. Ali
Benchmarking large-scale data management for Internet of Things. J. Supercomput. 75 (12) (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)
Shaker H. Ali El-Sappagh, Farman Ali, Samir El-Masri, Kyehyun Kim, Amjad Ali, Kyung Sup Kwak
Mobile Health Technologies for Diabetes Mellitus: Current State and Future Challenges. IEEE Access 7 (2019)
Farman Ali, Daehan Kwak, Pervez Khan, Shaker H. Ali El-Sappagh, Amjad Ali, Sana Ullah, Kyehyun Kim, Kyung Sup Kwak
Transportation sentiment analysis using word embedding and ontology-based topic modeling. Knowl. Based Syst. 174 (2019)
Shaker H. Ali El-Sappagh, Farman Ali, Abdeltawab M. Hendawi, Jun-Hyeog Jang, Kyung Sup Kwak
A mobile health monitoring-and-treatment system based on integration of the SSN sensor ontology and the HL7 FHIR standard. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Shaker H. Ali El-Sappagh, Farman Ali, Amjad Ali, Abdeltawab M. Hendawi, Farid A. Badria, Doug Young Suh
Clinical Decision Support System for Liver Fibrosis Prediction in Hepatitis Patients: A Case Comparison of Two Soft Computing Techniques. IEEE Access 6 (2018)
Shaker H. Ali El-Sappagh, Francesco Franda, Farman Ali, Kyung Sup Kwak
SNOMED CT standard ontology based on the ontology for general medical science. BMC Medical Informatics Decis. Mak. 18 (1) (2018)
Shaker H. Ali El-Sappagh, Daehan Kwak, Farman Ali, Kyung Sup Kwak
DMTO: a realistic ontology for standard diabetes mellitus treatment. J. Biomed. Semant. 9 (1) (2018)
Shaker H. Ali El-Sappagh, José Maria Alonso, Farman Ali, Amjad Ali, Jun-Hyeog Jang, Kyung Sup Kwak
An Ontology-Based Interpretable Fuzzy Decision Support System for Diabetes Diagnosis. IEEE Access 6 (2018)
Farman Ali, Shaker H. Ali El-Sappagh, Pervez Khan, Kyung Sup Kwak
Feature-based Transportation Sentiment Analysis Using Fuzzy Ontology and SentiWordNet. ICTC (2018)
Farman Ali, Daehan Kwak, Pervez Khan, Shaker H. Ali El-Sappagh, S. M. Riazul Islam, Daeyoung Park, Kyung Sup Kwak
Merged Ontology and SVM-Based Information Extraction and Recommendation System for Social Robots. IEEE Access 5 (2017)
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)
Shaker H. Ali El-Sappagh, Mohammed M. Elmogy
Medical Case Based Reasoning Frameworks: Current Developments and Future Directions. Int. J. Decis. Support Syst. Technol. 8 (3) (2016)
Shaker H. Ali El-Sappagh, Mohammed M. Elmogy, Alaa Eldin M. Riad
A fuzzy-ontology-oriented case-based reasoning framework for semantic diabetes diagnosis. Artif. Intell. Medicine 65 (3) (2015)
Shaker H. Ali El-Sappagh, Mohammed M. Elmogy, Alaa Eldin M. Riad
A CBR system for diabetes mellitus diagnosis: case-base standard data model. Int. J. Medical Eng. Informatics 7 (3) (2015)
Shaker H. Ali El-Sappagh, Samir El-Masri
A distributed clinical decision support system architecture. J. King Saud Univ. Comput. Inf. Sci. 26 (1) (2014)
Shaker H. Ali El-Sappagh, Mohammed M. Elmogy, Alaa Eldin M. Riad, Hosam Zaghlol, Farid A. Badria
EHR Data Preparation for Case Based Reasoning Construction. AMLTA (2014)
Shaker H. Ali El-Sappagh, Samir El-Masri, Mohammed M. Elmogy, Alaa Eldin M. Riad, Basema Saddik
An Ontological Case Base Engineering Methodology for Diabetes Management. J. Medical Syst. 38 (8) (2014)
Abdeltawab M. A. Hendawi, Shaker H. Ali El-Sappagh
EMD: entity mapping diagram for automated extraction, transformation, and loading processes in data warehousing. Int. J. Intell. Inf. Database Syst. 6 (3) (2012)
Shaker H. Ali El-Sappagh, Abdeltawab M. A. Hendawi, Ali El-Bastawissy
A proposed model for data warehouse ETL processes. J. King Saud Univ. Comput. Inf. Sci. 23 (2) (2011)