Shaker El-Sappagh

About

Medical Informatics, (Fuzzy) Ontology Engineering, Clinical Decision Support Systems, Semantic Data and Database Modeling, Semantic Data Programming, Distributed Database and multi-database Systems optimization, medical data integration and interoperability, Big Data, Semantic Query Languages, Information Systems, Business Intelligence (BI), Description Logic, Fuzzy Logic, Fuzzy Mathematics, Fuzzy Database, Semantic Database, Cloud computing, Data Integration, Semantic Web, Medical Data Encoding, and Fuzzy Expert Systems.

Employment

Employment history is unavailable.

Education

• Benha University Faculty of Computers and Information PhD
  2016 - Present
• King Saud University Master
  2009 - 2016
• Minia University Faculty of Comuters and Information Master
  2003 - 2009

Projects & Funding

• Key Technology Research on Nano Body Area Network, OREA RESEARCH FOUNDATION.
  2018 - 2018
• Remote medical technology • KOREA ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE.
  2018 - 2019

Publications (79)

• Explainable Multi-Layer Dynamic Ensemble Framework Optimized for Depression Detection and Severity Assessment
  Diagnostics 2024 DOI: 10.3390/diagnostics14212385
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• Smart Collaborative Intrusion Detection System for Securing Vehicular Networks Using Ensemble Machine Learning Model
  Information 2024 DOI: 10.3390/info15100583
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• Toward Comprehensive Chronic Kidney Disease Prediction Based on Ensemble Deep Learning Models
  Deema Mohammed Alsekait, Hager Saleh, Lubna A. Gabralla

  +4 more

  • Khaled Alnowaiser
  • Shaker El–Sappagh
  • Radhya Sahal
  • Nora Mahmoud El-Rashidy
  Applied Sciences 2023 DOI: 10.3390/app13063937
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• A Holistic Approach to Identify and Classify COVID-19 from Chest Radiographs, ECG, and CT-Scan Images Using ShuffleNet Convolutional Neural Network
  Diagnostics 2023 DOI: 10.3390/diagnostics13010162
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• Predicting CTS Diagnosis and Prognosis Based on Machine Learning Techniques
  Diagnostics 2023 DOI: 10.3390/diagnostics13030492
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• Colon Cancer Diagnosis Based on Machine Learning and Deep Learning: Modalities and Analysis Techniques
  Sensors 2022 DOI: 10.3390/s22239250
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• AHA-AO: Artificial Hummingbird Algorithm with Aquila Optimization for Efficient Feature Selection in Medical Image Classification
  Applied Sciences 2022 DOI: 10.3390/app12199710
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• Sentiment Analysis of Users’ Reactions on Social Media during the Pandemic
  Electronics 2022 DOI: 10.3390/electronics11101648
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• An Extended Semantic Interoperability Model for Distributed Electronic Health Record Based on Fuzzy Ontology Semantics
  Electronics 2021 DOI: 10.3390/electronics10141733
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• Alzheimer’s disease progression detection model based on an early fusion of cost-effective multimodal data
  Future Generation Computer Systems 2021 DOI: 10.1016/j.future.2020.10.005
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• Robust hybrid deep learning models for Alzheimer’s progression detection
  Knowledge-Based Systems 2021 DOI: 10.1016/j.knosys.2020.106688
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• An intelligent healthcare monitoring framework using wearable sensors and social networking data
  Future Generation Computer Systems 2021 DOI: 10.1016/j.future.2020.07.047
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• Explainable Artificial Intelligence for Alzheimer’s disease: A multi-layer multimodal detection and prediction mode
  Scientific Reports, Nature 2021
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• A Comprehensive Fuzzy Ontology-Based Decision Support System for Alzheimer’s Disease Diagnosis
  IEEE Access 2021 DOI: 10.1109/access.2020.3048435
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• Alzheimer Disease Prediction Model Based on Decision Fusion of CNN-BiLSTM Deep Neural Networks
  Advances in Intelligent Systems and Computing 2021 DOI: 10.1007/978-3-030-55190-2_36
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• Timing and Classification of Patellofemoral Osteoarthritis Patients Using Fast Large Margin Classifier
  Computers, Materials & Continua 2021 DOI: 10.32604/cmc.2021.014446
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• A smart healthcare monitoring system for heart disease prediction based on ensemble deep learning and feature fusion
  Information Fusion 2020 DOI: 10.1016/j.inffus.2020.06.008
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• Contextual Identification of Windows Malware through Semantic Interpretation of API Call Sequence
  Applied Sciences 2020 DOI: 10.3390/app10217673
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• Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends
  Mathematics 2020 DOI: 10.3390/math8111863
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• Multimodal multitask deep learning model for Alzheimer’s disease progression detection based on time series data
  Neurocomputing 2020 DOI: 10.1016/j.neucom.2020.05.087
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