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

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Title: Efficient anomaly detection from medical signals and images with convolutional neural networks for Internet of medical things (IoMT) systems.
Authors: Khalil AA; Department of Electronics and Communications, Faculty of Engineering, Minia University, Minia, Egypt., E Ibrahim F; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt., Abbass MY; Engineering Department, Nuclear Research Center, Atomic Energy Authority, Cairo, Egypt., Haggag N; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt., Mahrous Y; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt., Sedik A; Department of the Robotics and Intelligent Machines, Faculty of Artificial Intelligence, Kafrelsheikh University, Kafrelsheikh, Egypt., Elsherbeeny Z; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt., Khalaf AAM; Department of Electronics and Communications, Faculty of Engineering, Minia University, Minia, Egypt., Rihan M; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.; University of Cassino and Southern Lazio, Italy., El-Shafai W; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt., El-Banby GM; Department of Industrial Electronics and Control Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt., Soltan E; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt., Soliman NF; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh 84428, Riyadh 11671, Saudi Arabia., Algarni AD; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh 84428, Riyadh 11671, Saudi Arabia., Al-Hanafy W; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt., El-Fishawy AS; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt., El-Rabaie EM; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt., Al-Nuaimy W; Department of Electrical Engineering and Electronics, The University of Liverpool, Liverpool, UK., Dessouky MI; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt., Saleeb AA; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt., Messiha NW; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt., El-Dokany IM; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt., El-Bendary MAM; Department of Electronics Technology, Faculty of Technology and Education, Helwan University, Cairo, Egypt., Abd El-Samie FE; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh 84428, Riyadh 11671, Saudi Arabia.
Source: International journal for numerical methods in biomedical engineering [Int J Numer Method Biomed Eng] 2022 Jan; Vol. 38 (1), pp. e3530. Date of Electronic Publication: 2021 Dec 18.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Wiley Country of Publication: England NLM ID: 101530293 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2040-7947 (Electronic) Linking ISSN: 20407939 NLM ISO Abbreviation: Int J Numer Method Biomed Eng Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Efficient anomaly detection from medical signals and images with convolutional neural networks for Internet of medical things (IoMT) systems.
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  Data: <searchLink fieldCode="AU" term="%22Khalil+AA%22">Khalil AA</searchLink>; Department of Electronics and Communications, Faculty of Engineering, Minia University, Minia, Egypt.<br /><searchLink fieldCode="AU" term="%22E+Ibrahim+F%22">E Ibrahim F</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.<br /><searchLink fieldCode="AU" term="%22Abbass+MY%22">Abbass MY</searchLink>; Engineering Department, Nuclear Research Center, Atomic Energy Authority, Cairo, Egypt.<br /><searchLink fieldCode="AU" term="%22Haggag+N%22">Haggag N</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.<br /><searchLink fieldCode="AU" term="%22Mahrous+Y%22">Mahrous Y</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.<br /><searchLink fieldCode="AU" term="%22Sedik+A%22">Sedik A</searchLink>; Department of the Robotics and Intelligent Machines, Faculty of Artificial Intelligence, Kafrelsheikh University, Kafrelsheikh, Egypt.<br /><searchLink fieldCode="AU" term="%22Elsherbeeny+Z%22">Elsherbeeny Z</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.<br /><searchLink fieldCode="AU" term="%22Khalaf+AAM%22">Khalaf AAM</searchLink>; Department of Electronics and Communications, Faculty of Engineering, Minia University, Minia, Egypt.<br /><searchLink fieldCode="AU" term="%22Rihan+M%22">Rihan M</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.; University of Cassino and Southern Lazio, Italy.<br /><searchLink fieldCode="AU" term="%22El-Shafai+W%22">El-Shafai W</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.<br /><searchLink fieldCode="AU" term="%22El-Banby+GM%22">El-Banby GM</searchLink>; Department of Industrial Electronics and Control Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.<br /><searchLink fieldCode="AU" term="%22Soltan+E%22">Soltan E</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.<br /><searchLink fieldCode="AU" term="%22Soliman+NF%22">Soliman NF</searchLink>; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh 84428, Riyadh 11671, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Algarni+AD%22">Algarni AD</searchLink>; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh 84428, Riyadh 11671, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Al-Hanafy+W%22">Al-Hanafy W</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.<br /><searchLink fieldCode="AU" term="%22El-Fishawy+AS%22">El-Fishawy AS</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.<br /><searchLink fieldCode="AU" term="%22El-Rabaie+EM%22">El-Rabaie EM</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.<br /><searchLink fieldCode="AU" term="%22Al-Nuaimy+W%22">Al-Nuaimy W</searchLink>; Department of Electrical Engineering and Electronics, The University of Liverpool, Liverpool, UK.<br /><searchLink fieldCode="AU" term="%22Dessouky+MI%22">Dessouky MI</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.<br /><searchLink fieldCode="AU" term="%22Saleeb+AA%22">Saleeb AA</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.<br /><searchLink fieldCode="AU" term="%22Messiha+NW%22">Messiha NW</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.<br /><searchLink fieldCode="AU" term="%22El-Dokany+IM%22">El-Dokany IM</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.<br /><searchLink fieldCode="AU" term="%22El-Bendary+MAM%22">El-Bendary MAM</searchLink>; Department of Electronics Technology, Faculty of Technology and Education, Helwan University, Cairo, Egypt.<br /><searchLink fieldCode="AU" term="%22Abd+El-Samie+FE%22">Abd El-Samie FE</searchLink>; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh 84428, Riyadh 11671, Saudi Arabia.
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  Data: <searchLink fieldCode="JN" term="%22101530293%22">International journal for numerical methods in biomedical engineering</searchLink> [Int J Numer Method Biomed Eng] 2022 Jan; Vol. 38 (1), pp. e3530. <i>Date of Electronic Publication: </i>2021 Dec 18.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley%22">Wiley </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101530293 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2040-7947 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220407939%22">20407939 </searchLink><i>NLM ISO Abbreviation: </i>Int J Numer Method Biomed Eng <i>Subsets: </i>MEDLINE
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