Shaker El-Sappagh

Affiliations

Centro Singular de Investigación en Tecnoloxías Intelixentes (CiTIUS), Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain.
Information Systems Department, Faculty of Computers and Artificial Intelligence, Benha University, Banha 13518, Egypt.

Publications (30)

Mobile Health in Remote Patient Monitoring for Chronic Diseases: Principles, Trends, and Challenges.

Diagnostics (Basel, Switzerland)

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

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

Journal of biomedical informatics

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

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

Sensors (Basel, Switzerland)

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

Predicting CTS Diagnosis and Prognosis Based on Machine Learning Techniques.

Diagnostics (Basel, Switzerland)

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

Improved prostate cancer diagnosis using a modified ResNet50-based deep learning architecture.

BMC medical informatics and decision making

Avec: Fatma M Talaat , Shaker El-Sappagh , Khaled Alnowaiser , Esraa Hassan

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

Sensors (Basel, Switzerland)

Avec: Farman Ali , Shaker El-Sappagh , Daehan Kwak

Prognostic role of EGR1 in breast cancer: a systematic review.

BMB reports

Avec: Subbroto Kumar Saha , S M Riazul Islam , Tripti Saha , Afsana Nishat , Polash Kumar Biswas , Minchan Gil , Lewis Nkenyereye , Shaker El-Sappagh , Md Saiful Islam , Ssang-Goo Cho

A multilayer multimodal detection and prediction model based on explainable artificial intelligence for Alzheimer's disease.

Scientific reports

Avec: Shaker El-Sappagh , Jose M Alonso , S M Riazul Islam , Ahmad M Sultan , Kyung Sup Kwak

Automated Diagnosis for Colon Cancer Diseases Using Stacking Transformer Models and Explainable Artificial Intelligence.

Diagnostics (Basel, Switzerland)

Avec: Lubna Abdelkareim Gabralla , Ali Mohamed Hussien , Abdulaziz AlMohimeed , Hager Saleh , Deema Mohammed Alsekait , Shaker El-Sappagh , Abdelmgeid A Ali , Moatamad Refaat Hassan

Diagnosis of COVID-19 Using Chest X-ray Images and Disease Symptoms Based on Stacking Ensemble Deep Learning.

Diagnostics (Basel, Switzerland)

Avec: Abdulaziz AlMohimeed , Hager Saleh , Nora El-Rashidy , Redhwan M A Saad , Shaker El-Sappagh , Sherif Mostafa

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

BMC medical informatics and decision making

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

Bayesian-based optimized deep learning model to detect COVID-19 patients using chest X-ray image data.

Computers in biology and medicine

Avec: Mohamed Loey , Shaker El-Sappagh , Seyedali Mirjalili

Genetic variations analysis for complex brain disease diagnosis using machine learning techniques: opportunities and hurdles.

PeerJ. Computer science

Avec: Hala Ahmed , Louai Alarabi , Shaker El-Sappagh , Hassan Soliman , Mohammed Elmogy

An effective approach for plant leaf diseases classification based on a novel DeepPlantNet deep learning model.

Frontiers in plant science

Avec: Naeem Ullah , Javed Ali Khan , Sultan Almakdi , Mohammed S Alshehri , Mimonah Al Qathrady , Nora El-Rashidy , Shaker El-Sappagh , Farman Ali

An Efficient Artificial Rabbits Optimization Based on Mutation Strategy For Skin Cancer Prediction.

Computers in biology and medicine

Avec: Mohamed Abd Elaziz , Abdelghani Dahou , Alhassan Mabrouk , Shaker El-Sappagh , Ahmad O Aseeri

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

Computational intelligence and neuroscience

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

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

Diagnostics (Basel, Switzerland)

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

Kinship verification and recognition based on handcrafted and deep learning feature-based techniques.

PeerJ. Computer science

Avec: Nermeen Nader , Fatma El-Zahraa El-Gamal , Shaker El-Sappagh , Kyung Sup Kwak , Mohammed Elmogy

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

Scientific reports

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

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

Scientific reports

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

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

Scientific reports

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

An Efficient 5G Data Plan Approach Based on Partially Distributed Mobility Architecture.

Sensors (Basel, Switzerland)

Avec: Mohammad Al Shinwan , Laith Abualigah , Trong-Dinh Huy , Ahmed Younes Shdefat , Maryam Altalhi , Chulsoo Kim , Shaker El-Sappagh , Mohamed Abd Elaziz , Kyung Sup Kwak

Heterogeneous Ensemble Deep Learning Model for Enhanced Arabic Sentiment Analysis.

Sensors (Basel, Switzerland)

Avec: Hager Saleh , Sherif Mostafa , Abdullah Alharbi , Shaker El-Sappagh , Tamim Alkhalifah

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

IEEE journal of biomedical and health informatics

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

Transfer learning-based modified inception model for the diagnosis of Alzheimer's disease.

Frontiers in computational neuroscience

Avec: Sarang Sharma , Sheifali Gupta , Deepali Gupta , Sapna Juneja , Amena Mahmoud , Shaker El-Sappagh , Kyung-Sup Kwak

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

Diagnostics (Basel, Switzerland)

Avec: Naeem Ullah , Javed Ali Khan , Shaker El-Sappagh , Nora El-Rashidy , Mohammad Sohail Khan

Ensemble Learning Based on Hybrid Deep Learning Model for Heart Disease Early Prediction.

Diagnostics (Basel, Switzerland)

Avec: Ahmed Almulihi , Hager Saleh , Ali Mohamed Hussien , Sherif Mostafa , Shaker El-Sappagh , Khaled Alnowaiser , Abdelmgeid A Ali , Moatamad Refaat Hassan

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

Computer methods and programs in biomedicine

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

Henry gas solubility optimization double machine learning classifier for neurosurgical patients.

PloS one

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

Polycystic Ovary Syndrome Detection Machine Learning Model Based on Optimized Feature Selection and Explainable Artificial Intelligence.

Diagnostics (Basel, Switzerland)

Avec: Hela Elmannai , Nora El-Rashidy , Ibrahim Mashal , Manal Abdullah Alohali , Sara Farag , Shaker El-Sappagh , Hager Saleh

Réseau de co-auteurs

Tamer Abuhmed 9 collaborations

Nora El-Rashidy 7 collaborations

Farman Ali 7 collaborations

Hager Saleh 7 collaborations

Mohammed Elmogy 4 collaborations

S M Riazul Islam 3 collaborations

Kyung-Sup Kwak 3 collaborations

Kyung Sup Kwak 3 collaborations

Sherif Mostafa 3 collaborations

Hassan Soliman 2 collaborations

Khaled Alnowaiser 2 collaborations

Ali Mohamed Hussien 2 collaborations

Abdulaziz AlMohimeed 2 collaborations

Abdelmgeid A Ali 2 collaborations

Moatamad Refaat Hassan 2 collaborations

Naeem Ullah 2 collaborations

Javed Ali Khan 2 collaborations

Mohamed Abd Elaziz 2 collaborations

Eslam Amer 2 collaborations

Sajid Ali 2 collaborations

Amena Mahmoud 2 collaborations

Hazem M El-Bakry 1 collaboration

Samir Abdelrazek 1 collaboration

Firuz Juraev 1 collaboration

Eldor Abdukhamidov 1 collaboration

Mai Tharwat 1 collaboration

Nehal A Sakr 1 collaboration

Marwa Elseddik 1 collaboration

Reham R Mostafa 1 collaboration

Ahmed Elashry 1 collaboration

Shimaa Elgamal 1 collaboration

Ahmed Aboelfetouh 1 collaboration

Hazem El-Bakry 1 collaboration

Fatma M Talaat 1 collaboration

Esraa Hassan 1 collaboration

Daehan Kwak 1 collaboration

Subbroto Kumar Saha 1 collaboration

Tripti Saha 1 collaboration

Afsana Nishat 1 collaboration

Polash Kumar Biswas 1 collaboration

Minchan Gil 1 collaboration

Lewis Nkenyereye 1 collaboration

Md Saiful Islam 1 collaboration

Ssang-Goo Cho 1 collaboration

Jose M Alonso 1 collaboration

Ahmad M Sultan 1 collaboration

Lubna Abdelkareim Gabralla 1 collaboration

Deema Mohammed Alsekait 1 collaboration

Redhwan M A Saad 1 collaboration

Abdeltawab Hendawi 1 collaboration

Jun-Hyeog Jang 1 collaboration

Mohamed Loey 1 collaboration

Seyedali Mirjalili 1 collaboration

Hala Ahmed 1 collaboration

Louai Alarabi 1 collaboration

Sultan Almakdi 1 collaboration

Mohammed S Alshehri 1 collaboration

Mimonah Al Qathrady 1 collaboration

Abdelghani Dahou 1 collaboration

Alhassan Mabrouk 1 collaboration

Ahmad O Aseeri 1 collaboration

Bader Alouffi 1 collaboration

Radhya Sahal 1 collaboration

Naglaa Abdelhade 1 collaboration

Samir Abdelrazik 1 collaboration

Jong-Wan Hu 1 collaboration

Nermeen Nader 1 collaboration

Fatma El-Zahraa El-Gamal 1 collaboration

Nora Shoaip 1 collaboration

Ihsan Ullah 1 collaboration

Babar Shah 1 collaboration

Sang Hyun Park 1 collaboration

Amjad Ali 1 collaboration

Ala Al-Fuqaha 1 collaboration

Mohammad Al Shinwan 1 collaboration

Laith Abualigah 1 collaboration

Trong-Dinh Huy 1 collaboration

Ahmed Younes Shdefat 1 collaboration

Maryam Altalhi 1 collaboration

Chulsoo Kim 1 collaboration

Abdullah Alharbi 1 collaboration

Tamim Alkhalifah 1 collaboration

Muhammad Imran 1 collaboration

Sarang Sharma 1 collaboration

Sheifali Gupta 1 collaboration

Deepali Gupta 1 collaboration

Sapna Juneja 1 collaboration

Mohammad Sohail Khan 1 collaboration

Ahmed Almulihi 1 collaboration

Muhammad Junaid 1 collaboration

Fatma Eid 1 collaboration

Diana T Mosa 1 collaboration

John Zaki 1 collaboration

Shaymaa E Sorour 1 collaboration

Hela Elmannai 1 collaboration

Ibrahim Mashal 1 collaboration

Manal Abdullah Alohali 1 collaboration

Sara Farag 1 collaboration