Soft Computing Based Medical Image Analysis (ePub)

Name: Soft Computing Based Medical Image Analysis
Brand: Elsevier Science & Techn.
SKU: 94493334
Price: 138.00 EUR
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(Sprache: Englisch)

Autoren: Nilanjan Dey , Amira S. Ashour , Fuquian Shi , mehr...

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Soft Computing Based Medical Image Analysis, Nilanjan Dey, Amira S. Ashour, Fuquian Shi, Valentina Emilia Balas

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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...

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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.

Covers numerous soft computing approaches, including fuzzy logic, neural networks, evolutionary computing, rough sets and Swarm intelligence
Presents transverse research in soft computing formation from various engineering and industrial sectors in the medical domain
Highlights challenges and the future scope for soft computing based medical analysis and processing techniques

Autoren-Porträt von Nilanjan Dey, Amira S. Ashour, Fuquian Shi, Valentina Emilia Balas

Nilanjan Dey is Associate Professor in the Department of Computer Science and Engineering, JIS University, Kolkata, India. He is a visiting fellow of the University of Reading, UK. Previously, he held an honorary position of Visiting Scientist at Global Biomedical Technologies Inc., CA, USA (2012-2015). He was awarded his PhD from Jadavpur University in 2015. He has authored/edited more than 70 books with Elsevier, Wiley, CRC Press, and Springer, and published more than 300 papers. He is the Editor-in-Chief of the International Journal of Ambient Computing and Intelligence (IGI Global), Associated Editor of IEEE Access, and International Journal of Information Technology (Springer). He is the Series Co-Editor of Springer Tracts in Nature-Inspired Computing (Springer), Series Co-Editor of Advances in Ubiquitous Sensing Applications for Healthcare (Elsevier), Series Editor of Computational Intelligence in Engineering Problem Solving and Intelligent Signal Processing and Data Analysis (CRC). His main research interests include medical imaging, machine learning, computer aided diagnosis, data mining, etc. He is the Indian Ambassador of the International Federation for Information Processing-Young ICT Group and Senior member of IEEE.

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Bibliographische Angaben

Autoren: Nilanjan Dey , Amira S. Ashour , Fuquian Shi , Valentina Emilia Balas
2018, 292 Seiten, Englisch
Verlag: Elsevier Science & Techn.
ISBN-10: 0128131748
ISBN-13: 9780128131749
Erscheinungsdatum: 18.01.2018

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