Shaker El-Sappagh | Information Laboratory (InfoLab) @ SKKU

Shaker El-Sappagh portrait

Shaker El-Sappagh Senior Researcher Biomedical AI Explainable AI Agentic AI Systems

Biomedical AI Explainable AI Agentic AI Systems

SHAKER EL-SAPPAGH received the bachelor’s degree in computer science from Information Systems Department, Faculty of Computers and Information, Cairo University, Egypt, in 1997, and the master’s degree from the same university in 2007. He received the Ph.D. degrees in computer science from Information Systems Department, Faculty of Computers and Information, Mansura University, Mansura, Egypt in 2015. In 2003, he joined the Department of Information Systems, Faculty of Computers and Information, Minia University, Egypt as a teaching assistant. Since June 2016, he has been with the Department of Information Systems, Faculty of computers and Information, Benha University as an assistant professor. He worked as a research professor at the UWB Wireless Communications Research Center in the Department of Information and Communication Engineering at Inha University, South Korea for three years (2018-2020). He worked as a research professor at the Centro Singular de Investigación en Tecnoloxías Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, Spain for one year (2021). Now, he is an associate professor at Galala University, Egypt since 2021. He is also a senior researcher at the College of Computing and Informatics, Sungkyunkwan University, South Korea since 2021. He has publications in clinical decision support systems and semantic intelligence. His current research interests include machine learning, medical informatics, (fuzzy) ontology engineering, distributed and hybrid clinical decision support systems, semantic data modeling, fuzzy expert systems, and cloud computing. He is a reviewer in many journals, and he is very interested in the disease diagnosis and treatment research.

Publications (101)

2026

Interoperability of Electronic Health Records and Clinical Decision Support Systems: an architectural integration perspective

Aya Gamal, Shaker El-Sappagh, Tamer Abuhmed, Nora ELRashidy, Ebtsam Adel

Neural Computing and Applications · 01 Jul 2026 · doi:10.1007/s00521-026-12298-3

Explainable ensemble learning framework for anxiety and stress detection in pediatric sleep EEG

Maria Bashir, Shaker El-Sappagh, Waleed Nazih, Abolghasem Sadeghi-Niaraki, Tamer Abuhmed

Applied Soft Computing · 01 Jun 2026 · doi:10.1016/j.asoc.2026.115590

4DfCF: 4D fMRI CrossFormer Vision Transformer

Chensheng Zheng, Shaker El-Sappagh, Tamer Abuhmed

IEEE Journal of Biomedical and Health... · 01 Jun 2026 · doi:10.1109/JBHI.2025.3631655 · PMID: 41231696

Toward Trustworthy Digital Healthcare: A System-Level Convergence of IoMT, Large Language Models, and Explainable AI

Maria Bashir, Shaker El-Sappagh, Simon S. Woo, Dong In Kim, Tamer Abuhmed

Information Fusion Information Fusion · 01 May 2026 · doi:10.1016/j.inffus.2026.104507

Trustworthy Alzheimer’s diagnosis: Integrating robustness, fairness, and explainability in neuroimaging based deep ensemble framework

Maria Bashir, Nasir Rahim, Shaker El-Sappagh, Omar Amin El-Serafy, Tamer Abuhmed

Engineering Applications of Artificia... · 01 May 2026 · doi:10.1016/j.engappai.2026.114291

GraphShield: Advanced dynamic graph-based malware detection using graph neural networks

Eslam Amer, Shaker El-Sappagh, Tamer Abuhamad, Bander Ali Saleh Al-Rimy, Alaa Mohasseb

Expert Systems with Applications · 01 Mar 2026 · doi:10.1016/j.eswa.2025.129812

Hybrid Deep Ensemble Architecture for Robust Diabetic Retinopathy Classification: Leveraging Transfer Learning and CNN-Transformer Synergy

Youssef Maaod, Tamer Abuhamd, Shaker El-Sappagh

Springer Science and Business Media LLC · 19 Feb 2026 · doi:10.21203/rs.3.rs-8614100/v1

Multi-plane multi-slice longitudinal MRI for deep ensemble progression detection based on enhanced residual multi-head self-attention

Nasir Rahim, Shaker El-Sappagh, Mustaqeem Khan, Maria Bashir, Younhyun Jung, Tamer Abuhmed

Knowledge-Based Systems · 01 Feb 2026 · doi:10.1016/j.knosys.2025.115104

Smart healthcare: fusion of multimodal medical signals

Nasir Rahim, Shaker El-Sappagh, Tamer Abuhmed

Cybersecurity for Healthcare Systems ... · 01 Jan 2026 · doi:10.1016/b978-0-443-27448-0.00007-x

2025

Mortality prediction for ICU patients with mental disorders using large language models ensemble and unstructured medical notes

Waleed Nazih, Tamer Abuhmed, Meshal Alharbi, Shaker El-Sappagh

PLOS One · 19 Sep 2025 · doi:10.1371/journal.pone.0332134 · PMID: 40971951 · PMCID: PMC12448993

Sustainable energy management in the AI era: a comprehensive analysis of ML and DL approaches

Haseeb Javed, Fatma Eid, Shaker El-Sappagh, Tamer Abuhmed

Computing · 22 May 2025 · doi:10.1007/s00607-025-01485-0

Chronic Kidney Disease Detection Augmented with Hybrid Explainable AI

Mohamed Desoky, Nada Gamal ElAdl, Tamer Abuhmed, Shaker El-Sappagh

2025 15th International Conference on... · 12 May 2025 · doi:10.1109/ICEENG64546.2025.11031335

Responsible Artificial Intelligence for Mental Health Disorders: Current Applications and Future Challenges

Responsible Artificial Intelligence for Mental Health Disorders: Current Applications and Future Challenges

Shaker El-Sappagh, Waleed Nazih, Meshal Alharbi, Tamer Abuhmed

Journal of Disability Research · 01 Jan 2025 · doi:10.57197/JDR-2024-0101

Digital twin and sensor networks for healthcare monitoring frameworks

Amirhossein Danesh, Shaker El-Sappagh, Tamer Abuhmed

Sensor Networks for Smart Hospitals · 01 Jan 2025 · doi:10.1016/b978-0-443-36370-2.00011-6

2024

Robustness in deep learning models for medical diagnostics: security and adversarial challenges towards robust AI applications

Haseeb Javed, Shaker El-Sappagh, Tamer Abuhmed

Artificial Intelligence Review · 08 Nov 2024 · doi:10.1007/S10462-024-11005-9

Explainable Multi-Layer Dynamic Ensemble Framework Optimized for Depression Detection and Severity Assessment

Explainable Multi-Layer Dynamic Ensemble Framework Optimized for Depression Detection and Severity Assessment

Dillan Imans, Tamer Abuhmed, Meshal Alharbi, Shaker El-Sappagh

Diagnostics · 25 Oct 2024 · doi:10.3390/diagnostics14212385 · PMID: 39518353 · PMCID: PMC11545061

Smart Collaborative Intrusion Detection System for Securing Vehicular Networks Using Ensemble Machine Learning Model

Smart Collaborative Intrusion Detection System for Securing Vehicular Networks Using Ensemble Machine Learning Model

Mostafa Mahmoud El-Gayar, Faheed A. F. Alrslani, Shaker El-Sappagh

Information · 24 Sep 2024 · doi:10.3390/info15100583

Information fusion-based Bayesian optimized heterogeneous deep ensemble model based on longitudinal neuroimaging data

Nasir Rahim, Shaker El-Sappagh, Haytham Rizk, Omar Amin El-serafy, Tamer Abuhmed

Applied Soft Computing · 01 Sep 2024 · doi:10.1016/J.ASOC.2024.111749

Integrating Digital Twin Technology with Dynamic Ensemble Learning for Sepsis Prediction in Intensive Care Units

Amirhossein Danesh, Firuz Juraev, Shaker El-Sappagh, Tamer Abuhmed

지능정보연구 · 01 Jun 2024 · doi:http://dx.doi.org/10.13088/jiis.2024.30.2.025

A dynamic fuzzy rule-based inference system using fuzzy inference with semantic reasoning

Nora Shoaip, Shaker El-Sappagh, Tamer Abuhmed, Mohammed Elmogy

Scientific Reports · 21 Feb 2024 · doi:10.1038/s41598-024-54065-1 · PMID: 38383597 · PMCID: PMC10881567

Explainable Dynamic Ensemble Framework for Classification Based on the Late Fusion of Heterogeneous Multimodal Data

Firuz Juraev, Shaker El-Sappagh, Tamer Abuhmed

Intelligent Systems and Applications · 01 Jan 2024 · doi:https://doi.org/10.1007/978-3-031-47715-7_38

2023

Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence

Sajid Ali, Tamer Abuhmed, Shaker El-Sappagh, Khan Muhammad, Jose M. Alonso-Moral, Roberto Confalonieri, Riccardo Guidotti, Javier Del Ser, Natalia Díaz-Rodríguez, Francisco Herrera

Information Fusion Information Fusion · 01 Nov 2023 · doi:10.1016/j.inffus.2023.101805

Time-series visual explainability for Alzheimer’s disease progression detection for smart healthcare

Nasir Rahim, Tamer Abuhmed, Seyedali Mirjalili, Shaker El-Sappagh, Khan Muhammad

Alexandria Engineering Journal · 01 Nov 2023 · doi:10.1016/j.aej.2023.09.050

Computer aided progression detection model based on optimized deep LSTM ensemble model and the fusion of multivariate time series data

Computer aided progression detection model based on optimized deep LSTM ensemble model and the fusion of multivariate time series data

Hager Saleh, Eslam Amer, Tamer Abuhmed, Amjad Ali, Ala Al-Fuqaha, Shaker El-Sappagh

Scientific Reports · 28 Sep 2023 · doi:10.1038/s41598-023-42796-6 · PMID: 37770490 · PMCID: PMC10539296

Author Correction: A deep learning based dual encoder–decoder framework for anatomical structure segmentation in chest X-ray images

Ihsan Ullah, Farman Ali, Babar Shah, Shaker El-Sappagh, Tamer Abuhmed, Sang Hyun Park

Scientific Reports · 04 Sep 2023 · doi:10.1038/S41598-023-41661-W · PMID: 37666913 · PMCID: PMC10477192

A Dynamic Fuzzy Rule-Based Inference System: Fuzzy Inference with Semantic Reasoning

Nora Shoaip, Shaker El-Sappagh, Tamer Abuhmed, Mohammed Elmogy

Research Square Platform LLC · 17 Jul 2023 · doi:10.21203/rs.3.rs-3128427/v1

Underwater Image Restoration and Enhancement: A Comprehensive Review of Recent Trends, Challenges, and Applications

Yasmin M. Alsakar, Nehal A Sakr, Shaker El-Sappagh, Tamer Abuhmed, Mohammed Elmogy

MDPI AG · 10 Jul 2023 · doi:10.20944/preprints202307.0585.v1

Explainable machine learning models based on multimodal time-series data for the early detection of Parkinson’s disease

Muhammad Junaid, Sajid Ali, Fatma Eid, Shaker El-Sappagh, Tamer Abuhmed

Computer Methods and Programs in Biom... · 01 Jun 2023 · doi:10.1016/j.cmpb.2023.107495 · PMID: 37003039

Henry gas solubility optimization double machine learning classifier for neurosurgical patients

Henry gas solubility optimization double machine learning classifier for neurosurgical patients

Diana T. Mosa, Amena Mahmoud, John Zaki, Shaymaa E. Sorour, Shaker El-Sappagh, Tamer Abuhmed

PLOS ONE · 11 May 2023 · doi:10.1371/journal.pone.0285455 · PMID: 37167226 · PMCID: PMC10174516

Prediction of Alzheimer's progression based on multimodal Deep-Learning-based fusion and visual Explainability of time-series data

Nasir Rahim, Shaker El-Sappagh, Sajid Ali, Khan Muhammad, Javier Del Ser, Tamer Abuhmed

Information Fusion Information Fusion · 01 Apr 2023 · doi:10.1016/J.INFFUS.2022.11.028

Toward Comprehensive Chronic Kidney Disease Prediction Based on Ensemble Deep Learning Models

Toward Comprehensive Chronic Kidney Disease Prediction Based on Ensemble Deep Learning Models

Deema Mohammed Alsekait, Hager Saleh, Lubna Abdelkareim Gabralla, Khaled Alnowaiser, Shaker El-Sappagh, Radhya Sahal, Nora El-Rashidy

Applied Sciences · 20 Mar 2023 · doi:10.3390/app13063937

Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges

Shaker El-Sappagh, Jose M. Alonso-Moral, Tamer Abuhmed, Farman Ali, Alberto Bugarín-Diz

Artificial Intelligence Review · 12 Mar 2023 · doi:10.1007/s10462-023-10415-5

Predicting CTS Diagnosis and Prognosis Based on Machine Learning Techniques

Marwa Elseddik, Reham R. Mostafa, Ahmed Elashry, Nora El-Rashidy, Shaker El-Sappagh, Shimaa Elgamal, Ahmed Aboelfetouh, Hazem El-Bakry

Diagnostics · 29 Jan 2023 · doi:10.3390/diagnostics13030492 · PMID: 36766597 · PMCID: PMC9914125

A deep learning based dual encoder–decoder framework for anatomical structure segmentation in chest X-ray images

A deep learning based dual encoder–decoder framework for anatomical structure segmentation in chest X-ray images

Ihsan Ullah, Farman Ali, Babar Shah, Shaker El-Sappagh, Tamer Abuhmed, Sang Hyun Park

Scientific Reports · 16 Jan 2023 · doi:10.1038/s41598-023-27815-w · PMID: 36646735 · PMCID: PMC9842654

A Holistic Approach to Identify and Classify COVID-19 from Chest Radiographs, ECG, and CT-Scan Images Using ShuffleNet Convolutional Neural Network

Naeem Ullah, Javed Khan, Shaker El-Sappagh, Nora El-Rashidy, Mohammad Khan

Diagnostics · 03 Jan 2023 · doi:10.3390/diagnostics13010162 · PMID: 36611454 · PMCID: PMC9818310

Early Detection of Alzheimer’s Disease Based on Laplacian Re-Decomposition and XGBoosting

Hala Ahmed, Hassan Soliman, Shaker El-Sappagh, Tamer Abuhmed, Mohammed Elmogy

Computer Systems Science and Engineering · 01 Jan 2023 · doi:10.32604/csse.2023.036371

2022

Multitask Deep Learning for Cost-Effective Prediction of Patient's Length of Stay and Readmission State Using Multimodal Physical Activity Sensory Data

Sajid Ali, Shaker El-Sappagh, Farman Ali, Muhammad Imran, Tamer Abuhmed

IEEE Journal of Biomedical and Health... · 01 Dec 2022 · doi:10.1109/JBHI.2022.3202178 · PMID: 36037451

Colon Cancer Diagnosis Based on Machine Learning and Deep Learning: Modalities and Analysis Techniques

Mai Tharwat, Nehal A. Sakr, Shaker El-Sappagh, Hassan Soliman, Kyung-Sup Kwak, Mohammed Elmogy

Sensors · 28 Nov 2022 · doi:10.3390/s22239250 · PMID: 36501951 · PMCID: PMC9739266

Automatic detection of Alzheimer’s disease progression: An efficient information fusion approach with heterogeneous ensemble classifiers

Shaker El-Sappagh, Farman Ali, Tamer Abuhmed, Jaiteg Singh, Jose M. Alonso

Neurocomputing · 01 Nov 2022 · doi:10.1016/j.neucom.2022.09.009

Multilayer dynamic ensemble model for intensive care unit mortality prediction of neonate patients

Firuz Juraev, Shaker El-Sappagh, Eldor Abdukhamidov, Farman Ali, Tamer Abuhmed

Journal of Biomedical Informatics · 01 Nov 2022 · doi:10.1016/j.jbi.2022.104216 · PMID: 36208833

AHA-AO: Artificial Hummingbird Algorithm with Aquila Optimization for Efficient Feature Selection in Medical Image Classification

Mohamed Abd Elaziz, Abdelghani Dahou, Shaker El-Sappagh, Alhassan Mabrouk, Mohamed Medhat Gaber

Applied Sciences · 27 Sep 2022 · doi:10.3390/app12199710

Sentiment Analysis of Users’ Reactions on Social Media during the Pandemic

Eldor Abdukhamidov, Firuz Juraev, Mohammed Abuhamad, Shaker El-Sappagh, Tamer AbuHmed

Electronics · 22 May 2022 · doi:10.3390/electronics11101648

Two-stage deep learning model for Alzheimer’s disease detection and prediction of the mild cognitive impairment time

Shaker El-Sappagh, Hager Saleh, Farman Ali, Eslam Amer, Tamer Abuhmed

Neural Computing and Applications · 08 May 2022 · doi:10.1007/s00521-022-07263-9

2021

Sepsis prediction in intensive care unit based on genetic feature optimization and stacked deep ensemble learning

Nora El-Rashidy, Tamer Abuhmed, Louai Alarabi, Hazem M. El-Bakry, Samir Abdelrazek, Farman Ali, Shaker El-Sappagh

Neural Computing and Applications · 03 Nov 2021 · doi:10.1007/s00521-021-06631-1

An Extended Semantic Interoperability Model for Distributed Electronic Health Record Based on Fuzzy Ontology Semantics

Ebtsam Adel, Shaker El-Sappagh, Sherif Barakat, Jong-Wan Hu, Mohammed Elmogy

Electronics · 19 Jul 2021 · doi:10.3390/electronics10141733

Comprehensive Survey of Using Machine Learning in the COVID-19 Pandemic

Nora El-Rashidy, Samir Abdelrazik, Tamer Abuhmed, Eslam Amer, Farman Ali, Jong-Wan Hu, Shaker El-Sappagh

Diagnostics · 24 Jun 2021 · doi:10.3390/diagnostics11071155 · PMID: 34202587 · PMCID: PMC8303306

Alzheimer’s disease progression detection model based on an early fusion of cost-effective multimodal data

Shaker El-Sappagh, Hager Saleh, Radhya Sahal, Tamer Abuhmed, S.M. Riazul Islam, Farman Ali, Eslam Amer

Future Generation Computer Systems · 01 Feb 2021 · doi:10.1016/j.future.2020.10.005

Robust hybrid deep learning models for Alzheimer’s progression detection

Tamer Abuhmed, Shaker El-Sappagh, Jose M. Alonso

Knowledge-Based Systems · 01 Feb 2021 · doi:10.1016/j.knosys.2020.106688

An intelligent healthcare monitoring framework using wearable sensors and social networking data

Farman Ali, Shaker El-Sappagh, S.M. Riazul Islam, Amjad Ali, Muhammad Attique, Muhammad Imran, Kyung-Sup Kwak

Future Generation Computer Systems · 01 Jan 2021 · doi:10.1016/j.future.2020.07.047

A Comprehensive Fuzzy Ontology-Based Decision Support System for Alzheimer’s Disease Diagnosis

Nora Shoaip, Amira Rezk, Shaker El-Sappagh, Louai Alarabi, Sherif Barakat, Mohammed M. Elmogy

IEEE Access · 01 Jan 2021 · doi:10.1109/access.2020.3048435

Timing and Classification of Patellofemoral Osteoarthritis Patients Using Fast Large Margin Classifier

Mai Ramadan Ibraheem, Jilan adel, Alaa Eldin Balbaa, Shaker El-Sappagh, Tamer Abuhmed, Mohammed Elmogy

Computers, Materials & Continua · 01 Jan 2021 · doi:10.32604/cmc.2021.014446

The Role of Medication Data to Enhance the Prediction of Alzheimer’s Progression Using Machine Learning

Shaker El-Sappagh, Tamer Abuhmed, Bader Alouffi, Radhya Sahal, Naglaa Abdelhade, Hager Saleh

Computational Intelligence and Neuros... · 01 Jan 2021 · doi:10.1155/2021/8439655 · PMID: 34603436 · PMCID: PMC8481044

Alzheimer’s Disease Diagnosis Based on a Semantic Rule-Based Modeling and Reasoning Approach

Nora Shoaip, Amira Rezk, Shaker EL-Sappagh, Tamer Abuhmed, Sherif Barakat, Mohammed Elmogy

Computers, Materials & Continua · 01 Jan 2021 · doi:10.32604/cmc.2021.019069

Automatic Diabetic Retinopathy Grading System Based on Detecting Multiple Retinal Lesions

Eman Abdelmaksoud, Shaker El-Sappagh, Sherif Barakat, Tamer Abuhmed, Mohammed Elmogy

IEEE Access · 01 Jan 2021 · doi:10.1109/ACCESS.2021.3052870

2020

A smart healthcare monitoring system for heart disease prediction based on ensemble deep learning and feature fusion

Farman Ali, Shaker El-Sappagh, S.M. Riazul Islam, Daehan Kwak, Amjad Ali, Muhammad Imran, Kyung-Sup Kwak

Information Fusion Information Fusion · 01 Nov 2020 · doi:10.1016/j.inffus.2020.06.008

Contextual Identification of Windows Malware through Semantic Interpretation of API Call Sequence

Eslam Amer, Shaker El-Sappagh, Jong Wan Hu

Applied Sciences · 30 Oct 2020 · doi:10.3390/app10217673

Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends

Naira Elazab, Hassan Soliman, Shaker El-Sappagh, S. M. Riazul Islam, Mohammed Elmogy

Mathematics · 24 Oct 2020 · doi:10.3390/math8111863

Multimodal multitask deep learning model for Alzheimer’s disease progression detection based on time series data

Shaker El-Sappagh, Tamer Abuhmed, S.M. Riazul Islam, Kyung Sup Kwak

Neurocomputing · 01 Oct 2020 · doi:10.1016/j.neucom.2020.05.087

Staging Melanocytic Skin Neoplasms Using High-Level Pixel-Based Features

Mai Ramadan Ibraheem, Shaker El-Sappagh, Tamer Abuhmed, Mohammed Elmogy

Electronics · 04 Sep 2020 · doi:10.3390/electronics9091443

End-To-End Deep Learning Framework for Coronavirus (COVID-19) Detection and Monitoring

Nora El-Rashidy, Shaker El-Sappagh, S. M. Riazul Islam, Hazem M. El-Bakry, Samir Abdelrazek

Electronics · 03 Sep 2020 · doi:10.3390/electronics9091439

Alzheimer Disease Prediction Model Based on Decision Fusion of CNN-BiLSTM Deep Neural Networks

Shaker El-Sappagh, Tamer Abuhmed, Kyung Sup Kwak

Advances in Intelligent Systems and C... · 25 Aug 2020 · doi:10.1007/978-3-030-55190-2_36

A Semantic Approach for Extracting Medical Association Rules

Mohammed Thamer, Shaker El-Sappagh, Tarek El-Shishtawy

International Journal of Intelligent ... · 30 Jun 2020 · doi:10.22266/ijies2020.0630.26

A Real-time Framework for Patient Monitoring Systems based on a Wireless Body Area Network

Nora Mahmoud, Shaker El-Sappagh, Samir M., Hazem M.

International Journal of Computer App... · 18 Jun 2020 · doi:10.5120/ijca2020920274

Quality of Service Provisioning for Heterogeneous Services in Cognitive Radio-Enabled Internet of Things

Amjad Ali, Li Feng, Ali Kashif Bashir, Shaker El-Sappagh, Syed Hassan Ahmed, Muddesar Iqbal, Gunasekaran Raja

IEEE Transactions on Network Science ... · 01 Jan 2020 · doi:10.1109/tnse.2018.2877646

A Proposed Frequent Itemset Discovery Algorithm Based on Item Weights and Uncertainty

Hanaa Ibrahim Abu Zahra, Shaker El-Sappagh, Tarek Ahmef El Shishtawy

International Journal of Sociotechnol... · 01 Jan 2020 · doi:10.4018/ijskd.2020010106

A Three-Step Authentication Model for Mobile Phone User Using Keystroke Dynamics

Baljit Singh Saini, Parminder Singh, Anand Nayyar, Navdeep Kaur, Kamaljit Singh Bhatia, Shaker El-Sappagh, Jong-Wan Hu

IEEE Access · 01 Jan 2020 · doi:10.1109/access.2020.3008019

A framework for disease diagnosis based on fuzzy semantic ontology approach

Nora Shoaip, Shaker El Sappagh, Sherif Barakat, Mohammed Elmogy

International Journal of Medical Engi... · 01 Jan 2020 · doi:10.1504/ijmei.2020.109942

A semantic interoperability framework for distributed electronic health record based on fuzzy ontology

Ebtsam Adel, Shaker El Sappagh, Sherif Barakat, Mohammed Elmogy

International Journal of Medical Engi... · 01 Jan 2020 · doi:10.1504/ijmei.2020.107081

Advancing Modern Healthcare With Nanotechnology, Nanobiosensors, and Internet of Nano Things: Taxonomies, Applications, Architecture, and Challenges

Pijush Kanti Dutta Pramanik, Arun Solanki, Abhinaba Debnath, Anand Nayyar, Shaker El-Sappagh, Kyung-Sup Kwak

IEEE Access · 01 Jan 2020 · doi:10.1109/access.2020.2984269

Intensive Care Unit Mortality Prediction: An Improved Patient-Specific Stacking Ensemble Model

Nora El-Rashidy, Shaker El-Sappagh, Tamer Abuhmed, Samir Abdelrazek, Hazem M. El-Bakry

IEEE Access · 01 Jan 2020 · doi:10.1109/ACCESS.2020.3010556

Medical Diagnostic Systems Using Artificial Intelligence (AI) Algorithms: Principles and Perspectives

Simarjeet Kaur, Jimmy Singla, Lewis Nkenyereye, Sudan Jha, Deepak Prashar, Gyanendra Prasad Joshi, Shaker El-Sappagh, Md. Saiful Islam, S. M. Riazul Islam

IEEE Access · 01 Jan 2020 · doi:10.1109/access.2020.3042273

2019

Benchmarking large-scale data management for Internet of Things

Abdeltawab Hendawi, Jayant Gupta, Jiayi Liu, Ankur Teredesai, Naveen Ramakrishnan, Mohak Shah, Shaker El-Sappagh, Kyung-Sup Kwak, Mohamed Ali

The Journal of Supercomputing · 10 Sep 2019 · doi:10.1007/s11227-019-02984-6

A Comprehensive Medical Decision–Support Framework Based on a Heterogeneous Ensemble Classifier for Diabetes Prediction

Shaker El-Sappagh, Mohammed Elmogy, Farman Ali, Tamer ABUHMED, S. M. Riazul Islam, Kyung-Sup Kwak

Electronics · 05 Jun 2019 · doi:10.3390/electronics8060635

Transportation sentiment analysis using word embedding and ontology-based topic modeling

Farman Ali, Daehan Kwak, Pervez Khan, Shaker El-Sappagh, Amjad Ali, Sana Ullah, Kye Hyun Kim, Kyung-Sup Kwak

Knowledge-Based Systems · 01 Jun 2019 · doi:10.1016/j.knosys.2019.02.033

A mobile health monitoring-and-treatment system based on integration of the SSN sensor ontology and the HL7 FHIR standard

A mobile health monitoring-and-treatment system based on integration of the SSN sensor ontology and the HL7 FHIR standard

Shaker El-Sappagh, Farman Ali, Abdeltawab Hendawi, Jun-Hyeog Jang, Kyung-Sup Kwak

BMC Medical Informatics and Decision ... · 10 May 2019 · doi:10.1186/s12911-019-0806-z · PMID: 31077222 · PMCID: PMC6511155

Fuzzy Ontology and LSTM-Based Text Mining: A Transportation Network Monitoring System for Assisting Travel

Farman Ali, Shaker El-Sappagh, Daehan Kwak

Sensors · 09 Jan 2019 · doi:10.3390/s19020234 · PMID: 30634527 · PMCID: PMC6358771

A Fuzzy Ontological Infrastructure for Semantic Interoperability in Distributed Electronic Health Record

Ebtsam Adel, Shaker El-sappagh, Mohammed Elmogy, Sherif Barakat, Kyung-Sup Kwak

Intelligent Automation and Soft Compu... · 01 Jan 2019 · doi:10.31209/2019.100000151

A unified fuzzy ontology for distributed electronic health record semantic interoperability

Ebtsam Adel, Shaker El-Sappagh, Sherif Barakat, Mohammed Elmogy

U-Healthcare Monitoring Systems · 01 Jan 2019 · doi:10.1016/b978-0-12-815370-3.00014-1

Mobile Health Technologies for Diabetes Mellitus: Current State and Future Challenges

Shaker El-Sappagh, Farman Ali, Samir El-Masri, Kyehyun Kim, Amjad Ali, Kyung-Sup Kwak

IEEE Access · 01 Jan 2019 · doi:10.1109/access.2018.2881001

Ontology enhanced fuzzy clinical decision support system

Nora Shoaip, Shaker El-Sappagh, Sherif Barakat, Mohammed Elmogy

U-Healthcare Monitoring Systems · 01 Jan 2019 · doi:10.1016/b978-0-12-815370-3.00007-4

Ontology-based electronic health record semantic interoperability: A survey

Ebtsam Adel, Shaker El-Sappagh, Sherif Barakat, Mohammed Elmogy

U-Healthcare Monitoring Systems · 01 Jan 2019 · doi:10.1016/b978-0-12-815370-3.00013-x

Reasoning methodologies in clinical decision support systems: A literature review

Nora Shoaip, Shaker El-Sappagh, Sherif Barakat, Mohammed Elmogy

U-Healthcare Monitoring Systems · 01 Jan 2019 · doi:10.1016/b978-0-12-815370-3.00004-9

2018

A Fibrosis Diagnosis Clinical Decision Support System Using Fuzzy Knowledge

Sara Sweidan, Shaker El-Sappagh, Hazem El-Bakry, Sahar Sabbeh, Farid A. Badria, Kyung-Sup Kwak

Arabian Journal for Science and Engin... · 13 Dec 2018 · doi:10.1007/s13369-018-3670-8

Priority-Based Cloud Computing Architecture for Multimedia-Enabled Heterogeneous Vehicular Users

Amjad Ali, Hongwu Liu, Ali Kashif Bashir, Shaker El-Sappagh, Farman Ali, Adeel Baig, Daeyoung Park, Kyung Sup Kwak

Journal of Advanced Transportation · 27 Sep 2018 · doi:10.1155/2018/6235379

SNOMED CT standard ontology based on the ontology for general medical science

SNOMED CT standard ontology based on the ontology for general medical science

Shaker El-Sappagh, Francesco Franda, Farman Ali, Kyung-Sup Kwak

BMC Medical Informatics and Decision ... · 31 Aug 2018 · doi:10.1186/s12911-018-0651-5 · PMID: 30170591 · PMCID: PMC6119323

A case-base fuzzification process: diabetes diagnosis case study

Shaker El-Sappagh, Mohammed Elmogy, Farman Ali, Kyung-Sup Kwak

Soft Computing · 30 May 2018 · doi:10.1007/s00500-018-3245-3

A framework for chronic kidney disease diagnosis based on case based reasoning

Seham Abd Elkader, Mohammed Elmogy, Shaker El-Sappagh, Abde Nasser H. Zaied

International Journal of Advanced Com... · 26 Mar 2018 · doi:10.19101/ijacr.2018.834003

DMTO: a realistic ontology for standard diabetes mellitus treatment

DMTO: a realistic ontology for standard diabetes mellitus treatment

Shaker El-Sappagh, Daehan Kwak, Farman Ali, Kyung-Sup Kwak

Journal of Biomedical Semantics · 06 Feb 2018 · doi:10.1186/s13326-018-0176-y · PMID: 29409535 · PMCID: PMC5800094

An Ontology-Based Interpretable Fuzzy Decision Support System for Diabetes Diagnosis

Shaker El-Sappagh, Jose M. Alonso, Farman Ali, Amjad Ali, Jun-Hyeog Jang, Kyung-Sup Kwak

IEEE Access · 01 Jan 2018 · doi:10.1109/access.2018.2852004

Clinical Decision Support System for Liver Fibrosis Prediction in Hepatitis Patients: A Case Comparison of Two Soft Computing Techniques

Shaker El-Sappagh, Farman Ali, Amjad Ali, Abdeltawab Hendawi, Farid A. Badria, Doug Young Suh

IEEE Access · 01 Jan 2018 · doi:10.1109/access.2018.2868802

2017

Distributed electronic health record based on semantic interoperability using fuzzy ontology: a survey

Ebtsam Adel, Shaker El-Sappagh, Sherif Barakat, Mohammed Elmogy

International Journal of Computers an... · 28 Dec 2017 · doi:10.1080/1206212x.2017.1418237

A fuzzy ontology modeling for case base knowledge in diabetes mellitus domain

Shaker El-Sappagh, Mohammed Elmogy

Engineering Science and Technology, a... · 01 Jun 2017 · doi:10.1016/j.jestch.2017.03.009

2016

An encoding methodology for medical knowledge using SNOMED CT ontology

Shaker El-Sappagh, Mohammed Elmogy

Journal of King Saud University - Com... · 01 Jul 2016 · doi:10.1016/j.jksuci.2015.10.002

Medical Case Based Reasoning Frameworks

Shaker El-Sappagh, Mohammed Mahfouz Elmogy

International Journal of Decision Sup... · 01 Jul 2016 · doi:10.4018/ijdsst.2016070103

2015

A fuzzy-ontology-oriented case-based reasoning framework for semantic diabetes diagnosis

Shaker El-Sappagh, Mohammed Elmogy, A.M. Riad

Artificial Intelligence in Medicine · 01 Nov 2015 · doi:10.1016/j.artmed.2015.08.003 · PMID: 26303105

A CBR system for diabetes mellitus diagnosis: case-base standard data model

Shaker El Sappagh, Mohammed Elmogy, Alaa Eldin M. Riad

International Journal of Medical Engi... · 01 Jan 2015 · doi:10.1504/ijmei.2015.070116

2014

A proposed SNOMED CT ontology-based encoding methodology for diabetes diagnosis case-base

Shaker El-Sappagh, Mohammed Elmogy, A. M. Riad, Hosam Zaghloul, Farid Badria

2014 9th International Conference on ... · 01 Dec 2014 · doi:10.1109/icces.2014.7030954

A standard fragment of EHR relational data model for diabetes mellitus diagnosis

Shaker El-Sappagh, Mohammed El Mogy, Alaa M. Riad

2014 9th International Conference on ... · 01 Dec 2014 · doi:10.1109/infos.2014.7036701

An Ontological Case Base Engineering Methodology for Diabetes Management

Shaker H. El-Sappagh, Samir El-Masri, Mohammed Elmogy, A. M. Riad, Basema Saddik

Journal of Medical Systems · 24 Jun 2014 · doi:10.1007/s10916-014-0067-4 · PMID: 24957391

A distributed clinical decision support system architecture

Shaker H. El-Sappagh, Samir El-Masri

Journal of King Saud University - Com... · 01 Jan 2014 · doi:10.1016/j.jksuci.2013.03.005

EHR Data Preparation for Case Based Reasoning Construction

Shaker El-Sappagh, Mohammed Elmogy, A. M. Riad, Hosam Zaghlol, Farid A. Badria

Communications in Computer and Inform... · 01 Jan 2014 · doi:10.1007/978-3-319-13461-1_45

All of Shaker El-Sappagh's papers on the Publications page