Efficient anomaly detection from medical signals and images with convolutional neural networks for Internet of medical things (IoMT) systems

Author:

Khalil Ali A.1ORCID,Ibrahim Fatma2,Abbass Mohamed Y.3,Haggag Nehad2,Mahrous Yasser2,Sedik Ahmed4,Elsherbeeny Zeinab2,Khalaf Ashraf A. M.1ORCID,Rihan Mohamad25ORCID,El‐Shafai Walid2,El‐Banby Ghada M.6,Soltan Eman2,Soliman Naglaa F.7,Algarni Abeer D.7,Al‐Hanafy Waleed2,El‐Fishawy Adel S.2,El‐Rabaie El‐Sayed M.2,Al‐Nuaimy Waleed8,Dessouky Moawad I.2,Saleeb Adel A.2,Messiha Nagy W.2,El‐Dokany Ibrahim M.2,El‐Bendary Mohsen A. M.9,Abd El‐Samie Fathi E.2

Affiliation:

1. Department of Electronics and Communications, Faculty of Engineering Minia University Minia Egypt

2. Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering Menoufia University Menouf Egypt

3. Engineering Department Nuclear Research Center, Atomic Energy Authority Cairo Egypt

4. Department of the Robotics and Intelligent Machines, Faculty of Artificial Intelligence Kafrelsheikh University Kafrelsheikh Egypt

5. University of Cassino and Southern Lazio Italy

6. Department of Industrial Electronics and Control Engineering Faculty of Electronic Engineering, Menoufia University Menouf Egypt

7. Department of Information Technology, College of Computer and Information Sciences Princess Nourah bint Abdulrahman University P.O. Box 84428 Riyadh 11671 Saudi Arabia

8. Department of Electrical Engineering and Electronics The University of Liverpool Liverpool UK

9. Department of Electronics Technology, Faculty of Technology and Education Helwan University Cairo Egypt

Publisher

Wiley

Subject

Applied Mathematics,Computational Theory and Mathematics,Molecular Biology,Modeling and Simulation,Biomedical Engineering,Software

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2. Network security framework for Internet of medical things applications: A survey;Journal of Intelligent Systems;2024-01-01

3. Anomaly Detection in Medical Images Using Convolutional Neural Networks;2023 IEEE International Conference on Paradigm Shift in Information Technologies with Innovative Applications in Global Scenario (ICPSITIAGS);2023-12-28

4. Optimum Piezo-Electric Based Energy Harvesting for Low-Power Wireless Networks with Power Complexity Considerations;Wireless Personal Communications;2023-12

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