Ibrahim Sadek Ibrahim Hussein Tahoun

@helwan.edu.eg

Biomedical Engineering Department, Faculty of Engineering
Helwan University

Ibrahim Sadek Ibrahim Hussein Tahoun


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https://researchid.co/ibrahimsadek

EDUCATION

Ibrahim received the BSc degree in biomedical engineering from the Biomedical Engineering Dept, Helwan University, Egypt, in 2010, and the Joint master’s degree in computer vision and robotics in 2014. He received a Ph.D. degree from the University of Montpellier, France, in 2018.

RESEARCH, TEACHING, or OTHER INTERESTS

Biomedical Engineering, Artificial Intelligence
39

Scopus Publications

1323

Scholar Citations

19

Scholar h-index

25

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • From raw clinical data to robust prediction: an AI framework for early lymphedema detection
    I Sadek, SU Rehman, A Gehad, EG Eltasawi, A AbdelKader, ...
    BMC Medical Research Methodology , 2026
    2026
  • Machine learning–driven stress detection in biomedical engineering applications
    I Sadek, MA Al-Alim, N Salem, R Mubarak
    Emerging Technologies in the Healthcare System for Sustainable Development … , 2026
    2026
  • Multi-Modal Depression Monitoring System
    M Youssef, O Abdelazeez, K Hassan, M Bibars, LN Mahmoud, I Sadek
    2025 International Telecommunications Conference (ITC-Egypt), 778-783 , 2025
    2025
  • Emotion Recognition from EEG Signals Using Vision Transformer and CNN
    M Mansour, LN Mahmoud, I Sadek, NM Salem
    2025 International Telecommunications Conference (ITC-Egypt), 259-264 , 2025
    2025
  • Lessons Learned From the Integration of Ambient Assisted Living Technologies in Older Adults’ Care: Longitudinal Mixed Methods Study
    O Ntsweng, M Kodyš, ZQ Ong, F Zhou, A Marassé-Enouf, I Sadek, ...
    JMIR Rehabilitation and Assistive Technologies 12, e57989 , 2025
    2025
    Citations: 6
  • From Lab to Real-Life: A Three-Stage Validation of Wearable Technology for Stress Monitoring
    BA Darwish, SU Rehman, I Sadek, NM Salem, G Kareem, LN Mahmoud
    MethodsX, 103205 , 2025
    2025
    Citations: 22
  • Sleep Stages Classification Using ECG Signals and Deep Learning: A Comparative Study
    H Ahmed, NM Salem, I Sadek, LN Mahmoud
    2024 International Conference on Computer and Applications (ICCA), 1-4 , 2024
    2024
    Citations: 1
  • Focal Adhesions Segmentation Using Deep Learning
    IE Mohamed, NM Salem, I Sadek, LN Mahmoud
    2024 International Conference on Computer and Applications (ICCA), 01-05 , 2024
    2024
    Citations: 1
  • A deep learning approach using wesad data for multi-class classification with wearable sensors
    M Abd Al Aleem, R Mubarak, NM Salem, I Sadek
    2024 6th Novel Intelligent and Leading Emerging Sciences Conference (NILES … , 2024
    2024
    Citations: 10
  • Enhanced DeepPhys: Leveraging Deep Learning for Heart Rate Detection from Facial Videos
    ES Abdelwahab, I Sadek, NM Salem, LN Mahmoud
    2024 6th Novel Intelligent and Leading Emerging Sciences Conference (NILES … , 2024
    2024
    Citations: 2
  • A machine learning approach for pain detection using physiological signals
    MH Abdelgawad, AM Abdullah, SM El-Sherif, NE Elbasuony, YA Osman, ...
    2024 6th Novel Intelligent and Leading Emerging Sciences Conference (NILES … , 2024
    2024
    Citations: 2
  • Multimodal machine learning approach for emotion recognition using physiological signals
    MA Ramadan, NM Salem, LN Mahmoud, I Sadek
    Biomedical Signal Processing and Control 96, 106553 , 2024
    2024
    Citations: 28
  • A machine-learning approach for stress detection using wearable sensors in free-living environments
    M Abd Al-Alim, R Mubarak, NM Salem, I Sadek
    Computers in Biology and Medicine 179, 108918 , 2024
    2024
    Citations: 108
  • Evaluating the Potential of Wearable Technology in Early Stress Detection: A Multimodal Approach
    BA Darwish, NM Salem, G Kareem, LN Mahmoud, I Sadek
    medRxiv, 2024.07. 19.24310732 , 2024
    2024
    Citations: 4
  • AI-based tool for early detection of Alzheimer's disease
    SU Rehman, N Tarek, C Magdy, M Kamel, M Abdelhalim, A Melek, ...
    Heliyon 10 (8) , 2024
    2024
    Citations: 44
  • Deep neural network based for stress detection
    M Abd Al-Alim, R Mubarak, NM Salem, I Sadek
    Procedia Computer Science 246, 3178-3187 , 2024
    2024
    Citations: 6
  • Iot-Based Emergency Cardiac Death Risk Rescue Alert System
    SU Rehman, B Huang, S Manickam, I Sadek
    Available at SSRN 4811194 , 2024
    2024
    Citations: 5
  • AI-based communication tool for high-functioning autistic children
    F Ossama, F Issam, M Hesham, M Kamel, Y Hamdy, M Bibars, I Sadek
    2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in … , 2023
    2023
    Citations: 2
  • Contactless remote monitoring of sleep: evaluating the feasibility of an under-mattress sensor mat in a real-life deployment
    I Sadek, B Abdulrazak
    Health Systems 12 (3), 264-280 , 2023
    2023
    Citations: 13
  • Prosthetic arm using EEG control signals based on deep convolutional neural network
    A Mostafa, F Mostafa, S Ahmed
    The International Undergraduate Research Conference 6 (6), 1-7 , 2022
    2022
    Citations: 2

MOST CITED SCHOLAR PUBLICATIONS

  • Ballistocardiogram signal processing: a review
    I Sadek, J Biswas, B Abdulrazak
    Health information science and systems 7 (1), 10 , 2019
    2019
    Citations: 295
  • A machine-learning approach for stress detection using wearable sensors in free-living environments
    M Abd Al-Alim, R Mubarak, NM Salem, I Sadek
    Computers in Biology and Medicine 179, 108918 , 2024
    2024
    Citations: 108
  • Nonintrusive vital signs monitoring for sleep apnea patients: a preliminary study
    I Sadek, E Seet, J Biswas, B Abdulrazak, M Mokhtari
    IEEE Access 6, 2506-2514 , 2017
    2017
    Citations: 102
  • Discrimination of retinal images containing bright lesions using sparse coded features and SVM
    D Sidibé, I Sadek, F Mériaudeau
    Computers in biology and medicine 62, 175-184 , 2015
    2015
    Citations: 77
  • Privacy and security of IoT based healthcare systems: concerns, solutions, and recommendations
    I Sadek, SU Rehman, J Codjo, B Abdulrazak
    International conference on smart homes and health telematics, 3-17 , 2019
    2019
    Citations: 67
  • Nonintrusive heart rate measurement using ballistocardiogram signals: a comparative study
    I Sadek, J Biswas
    Signal, Image and Video Processing 13 (3), 475-482 , 2019
    2019
    Citations: 50
  • Internet of things for sleep tracking: wearables vs. nonwearables
    I Sadek, A Demarasse, M Mokhtari
    Health and technology 10 (1), 333-340 , 2020
    2020
    Citations: 49
  • Continuous and unconstrained vital signs monitoring with ballistocardiogram sensors in headrest position
    I Sadek, J Biswas, B Abdulrazak, Z Haihong, M Mokhtari
    2017 IEEE EMBS International Conference on Biomedical & Health Informatics … , 2017
    2017
    Citations: 49
  • A new approach for detecting sleep apnea using a contactless bed sensor: Comparison study
    I Sadek, TTS Heng, E Seet, B Abdulrazak
    Journal of medical Internet research 22 (9), e18297 , 2020
    2020
    Citations: 47
  • Security and privacy in the Internet of Things healthcare systems: Toward a robust solution in real-life deployment
    I Sadek, J Codjo, SU Rehman, B Abdulrazak
    Computer Methods and Programs in Biomedicine Update 2, 100071 , 2022
    2022
    Citations: 46
  • AI-based tool for early detection of Alzheimer's disease
    SU Rehman, N Tarek, C Magdy, M Kamel, M Abdelhalim, A Melek, ...
    Heliyon 10 (8) , 2024
    2024
    Citations: 44
  • A comparison of three heart rate detection algorithms over ballistocardiogram signals
    I Sadek, B Abdulrazak
    Biomedical Signal Processing and Control 70 (103017) , 2021
    2021
    Citations: 42
  • Automatic discrimination of color retinal images using the bag of words approach
    I Sadek, D Sidibé, F Meriaudeau
    Medical Imaging 2015: Computer-Aided Diagnosis 9414, 398-405 , 2015
    2015
    Citations: 42
  • Nonintrusive remote monitoring of sleep in home-based situation
    I Sadek, M Mohktari
    Journal of medical systems 42 (4), 64 , 2018
    2018
    Citations: 38
  • Automatic heart rate detection from FBG sensors using sensor fusion and enhanced empirical mode decomposition
    I Sadek, J Biswas, VFS Fook, M Mokhtari
    2015 IEEE International Symposium on Signal Processing and Information … , 2015
    2015
    Citations: 32
  • Multimodal machine learning approach for emotion recognition using physiological signals
    MA Ramadan, NM Salem, LN Mahmoud, I Sadek
    Biomedical Signal Processing and Control 96, 106553 , 2024
    2024
    Citations: 28
  • Automatic classification of bright retinal lesions via deep network features
    I Sadek, M Elawady, AER Shabayek
    arXiv preprint arXiv:1707.02022 , 2017
    2017
    Citations: 25
  • From Lab to Real-Life: A Three-Stage Validation of Wearable Technology for Stress Monitoring
    BA Darwish, SU Rehman, I Sadek, NM Salem, G Kareem, LN Mahmoud
    MethodsX, 103205 , 2025
    2025
    Citations: 22
  • Automatic Nonlinear Filtering and Segmentation for Breast Ultrasound Images
    M Elawady, I Sadek, AER Shabayek, G Pons, S Ganau
    International Conference Image Analysis and Recognition, 206-213 , 2016
    2016
    Citations: 21
  • Novel Unobtrusive Approach for Sleep Monitoring Using Fiber Optics in an Ambient Assisted Living Platform
    I Sadek, J Bellmunt, M Kodys, B Abdulrazak, M Mokhtari
    Smart Homes and Health Telematics 10461, 48–60 , 2017
    2017
    Citations: 18