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Abdel-Badeeh M. Salem - Innovative Smart Healthcare and Bio-Medical Systems

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Abdel-Badeeh M. Salem Innovative Smart Healthcare and Bio-Medical Systems
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Advances in smart healthcare systems (SHS) and artificial intelligence (AI) domains highlight the need for ICT systems that aim not only to improve human quality of life but improve safety too. SHS bring together concepts and methodologies from various fields, such as communications and network systems, computer science, life sciences and healthcare. The well-known smart healthcare paradigms are; real-time monitoring devices, computer-aided surgery devices, telemedicine devices, population-based care devices, personalized medicine from a machine learning perspective, ubiquities intelligent computing, expert decision support systems, Health 2.0 and Internet of Things (IoT).This book presents models for the deployment of intelligent computing, information, and networking technologies to aid in preventing disease, improving the quality of care and lowering overall cost. It also discusses the potential role of the AI paradigms, computational intelligence and machine learning techniques which are used in developing the SHS. It will provide examples of potential usage of such technology in smart healthcare and and bio-medical systems.It will be an important read for researchers and professionals working in smart healthcare systems, as well as those working in the individual areas of networks, artificial intelligence and healthcare who want to see how an interdisciplinary approach can enhance the current technology.

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Innovative Smart Healthcare and Biomedical Systems Innovative Smart Healthcare - photo 1
Innovative Smart Healthcare and Biomedical Systems
Innovative Smart Healthcare and Biomedical Systems
AI, Intelligent Computing, and Connected Technologies

Edited by
Abdel-Badeeh M. Salem

First edition published 2021 by CRC Press 6000 Broken Sound Parkway NW Suite - photo 2

First edition published 2021

by CRC Press

6000 Broken Sound Parkway NW, Suite 300

Boca Raton, FL 33487-2742

and by CRC Press

2 Park Square, Milton Park, Abingdon, Oxon OX14 4RN

2021 Taylor & Francis Group, LLC

CRC Press is an imprint of Taylor & Francis Group, LLC

Reasonable efforts have been made to publish reliable data and information, but the author and publisher cannot assume responsibility for the validity of all materials or the consequences of their use. The authors and publishers have attempted to trace the copyright holders of all material reproduced in this publication and apologize to copyright holders if permission to publish in this form has not been obtained. If any copyright material has not been acknowledged please write and let us know so we may rectify in any future reprint.

Except as permitted under U.S. Copyright Law, no part of this book may be reprinted, reproduced, transmitted, or utilized in any form by any electronic, mechanical, or other means, now known or hereafter invented, including photocopying, microfilming, and recording, or in any information storage or retrieval system, without written permission from the publishers.

For permission to photocopy or use material electronically from this work, access

Trademark notice: Product or corporate names may be trademarks or registered trademarks and are used only for identification and explanation without intent to infringe.

ISBN: 9780367490614 (hbk)

ISBN: 9781003044291 (ebk)

Contents

Marius Popescu and Antoanela Naaji

Dina Ziadlou, Seyed Mojtaba Mir Hosseini, Nasim Nasiri, and Amin Saberinia

Sarah A. Soliman, Rania R. Hussein, El-Sayed A. El-Dahshan, and Abdel-Badeeh M. Salem

Mohamad Yousef, Tamer Abdelkader, and Khaled El-Bahnasy

Vitalina Babenko

P.J. Kervalishvili and T.N. Bzhalava

Adriana Burlea-Schiopoiu and Koudoua Ferhati

Ibrahim M. Ahmed, Marco Alfonse, and Abdel-Badeeh M. Salem

Olena Chebanyuk and Olexandr Palahin

Yuriy Zaychenko and Galib Hamidov

S. Lenty Stuwart and El-Sayed A. El-Dahshan

Shaymaa Adnan Abdulrahman and Abdel-Badeeh M. Salem

Tamer Abdelkader
Faculty of Computer and Information Sciences
Ain Shams University
Cairo, Egypt

Shaymaa Adnan Abdulrahman
Department of Computer Engineering
Imam Jaafar Al-Sadiq University
Baghdad, Iraq
Ain Shams University
Cairo, Egypt

Ibrahim M. Ahmed
Department of Information Technology, Faculty of Computer and Information Technology
Karary University
Khartoum, Sudan

Marco Alfonse
Department of Computer Science,
Faculty of Computer and Information Sciences
Ain Shams University
Cairo, Egypt

Vitalina Babenko
Full professor
International E-commerce and Hotel & Restaurant Business Department
V.N. Karazin Kharkiv National University
Kharkiv, Ukraine

Adriana Burlea-Schiopoiu
University of Craiova
Craiova, Romania

T.N. Bzhalava
Georgian Technical University (GTU)
Tbilisi, Georgia

Olena Chebanyuk
Software Engineering Department
National Aviation University
Kyiv, Ukraine

Khaled El-Bahnasy
Faculty of Computer and Information Sciences
Ain Shams University
Cairo, Egypt

El-Sayed A. El-Dahshan
Professor
Computational Physics
Ain Shams University
Cairo, Egypt

Koudoua Ferhati
University of Craiova
Craiova, Romania

Galib Hamidov
Information Technologies Department
Baku, Azerbaijan

Seyed Mojtaba Mir Hosseini
Kerman University of Medical Sciences
Kerman, Iran

Rania R. Hussein
Lecturer
Computer Science department Higher Technological Institute
Cairo, Egypt

P.J. Kervalishvili
Georgian Technical University (GTU)
Georgia

Antoanela Naaji
Vasile Goldis Western University of Arad
Arad, Romania

Nasim Nasiri
Kerman University of Medical Sciences
Kerman, Iran

Olexandr Palahin
V.M. Glushkov Institute of Cybernetics
National Academy of Sciences of Ukraine
Kyiv, Ukraine

Marius Popescu
Western University of Arad
Arad, Romania

Amin Saberinia
Kerman University of Medical Sciences
Kerman, Iran

Abdel-Badeeh M. Salem
Full professor
Ain Shams University
Cairo, Egypt

Sarah A. Soliman
Assistant lecturer
Department of Computers and Information, Higher Technological Institute
10th of Ramadan, Egypt

S. Lenty Stuwart
Department of Electronics and Communication Engineering
University College of Engineering, Nagercoil
Tamil Nadu, India

Mohamad Yousef
Faculty of Computer and Information Sciences
Ain Shams University
Cairo, Egypt

Yuriy Zaychenko
Institute for Applied System Analysis
Igor Sikorsky Kyiv Polytechnic Institute
Kyiv, Ukraine

Dina Ziadlou
Colorado Technical University
Colorado USA

Marius Popescu and Antoanela Naaji

Contents
1.1 Introduction

A digital image is the representation of a real image, being constituted as a two-dimensional data structure, which can be natural numbers, complex numbers, or real numbers represented on a finite number of bits. An image element is called pixel, the whole image being composed of a string of octets. The color components of pixel are red, green, and blue (RGB). The image formats are known according to their file extension, such as bitmap (BMP), the gross form of the image; Joint Photographic Expert Group (JPG), intended to compress the images taken from reality; Graphic Interchange Format (GIF), a good quality format and very strong compression; Tagged Image File Format (TIF), used for professional photos due to its versatility and nondestructive compression; Digital Imaging and Communications in Medicine (DICOM), used for medical images; and raw, which contain the entire information that was captured by the sensor at the moment of the shooting.

In real and legal practice, there are situations where fraudulent images are used. Detecting a fake ordinary image or video edits is not an easy task. Until recently, only few software could determine whether an image was original or whether someone manipulated it. Currently, the image can be cracked by using a technique called Deep Video Portraits (DVP) []. DVP is a very effective method for creating computerized animations, converting into realistic photo images, and is extremely easy to confound with a persons real image.

Some software that implement many filters that work automatically or semiautomatically are already available. Software developers have created 3D reconstruction algorithms over 50 smart filters, most of which are unique. These algorithms are part of the specialized software, and some of them are embedded into the visual video cameras. There are companies that patent at least five new technologies related to photo and video processing. Among these, there are algorithms that allow to perform 3D face and object reconstruction, measure the dimensions and distances between objects on photo and video, analyze the motion model of an object in a frame, etc. VOCORD VideoExpert is a powerful tool used for analyzing and improving digital photo and video materials []. The program restores indescribable objects on the original photos or videos faces of people, license plates, or text, greatly improving the quality of the material.

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