Soft Computing Based Medical Image Analysis presents the foremost techniques of soft computing in medical image analysis and processing. It includes image enhancement, segmentation, classification-based soft computing, and their application in diagnostic imaging, as well as an extensive background for the development of intelligent systems based on soft computing used in medical image analysis and processing. The book introduces the theory and concepts of digital image analysis and processing based on soft computing with real-world medical imaging applications. Comparative studies for soft computing based medical imaging techniques and traditional approaches in medicine are addressed, providing flexible and sophisticated application-oriented solutions.
Soft Computing Based Medical Image Analysis presents the foremost techniques of soft computing in medical image analysis and processing. It includes image enhancement, segmentation, classification-based soft computing, and their application in diagnostic imaging, as well as an extensive background for the development of intelligent systems based on soft computing used in medical image analysis and processing. The book introduces the theory and concepts of digital image analysis and processing based on soft computing with real-world medical imaging applications. Comparative studies for soft computing based medical imaging techniques and traditional approaches in medicine are addressed, providing flexible and sophisticated application-oriented solutions.
1. Medical image/signal processing theory and algorithms2. Computer-aided diagnosis, detection or surgery systems3. Medical informatics4. Medical video, image, or signal analysis5. Medical image motion analysis6. Evolutional medical image processing7. Hybrid soft computing approaches8. Medical video, image, or signal processing using soft computing techniques9. Medical image/signal acquisition theory, algorithms, or systems10. Soft computing techniques in the medical domain11. Genetic algorithms for medical applications12. Evolutionary computing for medical applications13. Application of medical image processing and soft computing application of image processing14. New trends and challenges in soft computing based medical imaging
Nilanjan Dey (Senior Member, IEEE) received the B.Tech., M.Tech. in
information technology from West Bengal Board of Technical
University and Ph.D. degrees in electronics and telecommunication
engineering from Jadavpur University, Kolkata, India, in 2005,
2011, and 2015, respectively. Currently, he is Associate Professor
with the Techno International New Town, Kolkata and a visiting
fellow of the University of Reading, UK. He has authored over 300
research articles in peer-reviewed journals and international
conferences and 40 authored books. His research interests include
medical imaging and machine learning. Moreover, he actively
participates in program and organizing committees for prestigious
international conferences, including World Conference on Smart
Trends in Systems Security and Sustainability (WorldS4),
International Congress on Information and Communication Technology
(ICICT), International Conference on Information and Communications
Technology for Sustainable Development (ICT4SD) etc.
He is also the Editor-in-Chief of International Journal of Ambient
Computing and Intelligence, Associate Editor of IEEE Transactions
on Technology and Society and series Co-Editor of Springer Tracts
in Nature-Inspired Computing and Data-Intensive Research from
Springer Nature and Advances in Ubiquitous Sensing Applications for
Healthcare from Elsevier etc. Furthermore, he was an Editorial
Board Member Complex & Intelligence Systems, Springer, Applied Soft
Computing, Elsevier and he is an International Journal of
Information Technology, Springer, International Journal of
Information and Decision Sciences etc. He is a Fellow of IETE and
member of IE, ISOC etc.
Amira S. Ashour is an Assistant Professor and Head of Electronics
and Electrical Communications Engineering Department, Faculty of
Engineering, Tanta University, Egypt. She is a member in the
Research and Development Unit, Faculty of Engineering, Tanta
University, Egypt. She received the B.Eng. degree in Electrical
Engineering from Faculty of Engineering, Tanta University, Egypt in
1997, M.Sc. in Image Processing in 2001 and Ph.D. in Smart Antenna
in 2005 from Faculty of Engineering, Tanta University, Egypt.
Ashour has been the Vice Chair of Computer Engineering Department,
Computers and Information Technology College, Taif University, KSA
for one year from 2015. She has been the vice chair of CS
department, CIT college, Taif University, KSA for 5 years. Her
research interests are Smart antenna, Direction of arrival
estimation, Targets tracking, Image processing, Medical imaging,
Machine learning, Biomedical Systems, Pattern recognition, Image
analysis, Computer vision, Computer-aided detection and diagnosis
systems, Optimization, and Neutrosophic theory. She has 15 books
and about 150 published journal papers. She is an Editor-in-Chief
for the International Journal of Synthetic Emotions (IJSE), IGI
Global, US. Fuqian Shi (M’08-SM’10) was born in Wenzhou, China in
1975. He received the Bachelor degree in Wenzhou University, China
in 1997, M.Sc. in Zhejiang University of Technology in 2006 and
Ph.D. in 2011 from Zhejiang University, China. graduated from
College of Computer Science and Technology, Zhejiang
University.
He is currently an Associate Professor at College of Information
and Engineering, Wenzhou Medical University, China. He was invited
as Visiting Associate Professor at Department of Industrial
Engineering and Management System, University of Central Florida,
USA from 2012 to 2014. His research interests include biomedical
engineering, fuzzy inference system, and artificial neuro
networks.
Dr. Shi is a senior member of IEEE, membership of ACM, and sever as
over 20 committee board membership of international conferences;
Dr. Shi also serve as Associate Editors of International Journal of
Ambient Computing and Intelligence (IJACI) and International
Journal of Rough Sets and Data Analysis (IJRSDA). Dr. Shi is a
reviewer of IEEE Trans. Fuzzy System, IEEE Trans. SMC, Information
Sciences, etc. He published over 50 journal papers and conference
proceedings. Valentina Emilia Balas is currently a Full Professor
in the Department of Automatics and Applied Software at the Faculty
of Engineering, “Aurel Vlaicu University of Arad, Romania. She
holds a PhD cum Laude in Applied Electronics and Telecommunications
from the Polytechnic University of Timisoara. Dr. Balas is the
author of more than 350 research papers. She is the Editor-in-Chief
of the 'International Journal of Advanced Intelligence Paradigms'
and the 'International Journal of Computational Systems
Engineering', an editorial board member for several other national
and international publications, and an expert evaluator for
national and international projects and PhD theses.
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