Classification and Clustering in Biomedical Signal Processing

Classification and Clustering in Biomedical Signal Processing

Nilanjan Dey (Techno India College of Technology, India) and Amira Ashour (Tanta University, Egypt)
Release Date: April, 2016|Copyright: © 2016 |Pages: 463
ISBN13: 9781522501404|ISBN10: 1522501401|EISBN13: 9781522501411|DOI: 10.4018/978-1-5225-0140-4

Description

Advanced techniques in image processing have led to many innovations supporting the medical field, especially in the area of disease diagnosis. Biomedical imaging is an essential part of early disease detection and often considered a first step in the proper management of medical pathological conditions.

Classification and Clustering in Biomedical Signal Processing focuses on existing and proposed methods for medical imaging, signal processing, and analysis for the purposes of diagnosing and monitoring patient conditions. Featuring the most recent empirical research findings in the areas of signal processing for biomedical applications with an emphasis on classification and clustering techniques, this essential publication is designed for use by medical professionals, IT developers, and advanced-level graduate students.

Topics Covered

The many academic areas covered in this publication include, but are not limited to:

  • Adaptive Filters
  • Image Classification
  • Magnetic Resonance Imaging (MRI)
  • Medical Image Analysis
  • Medical Image Databases
  • Medical Image Retrieval
  • Ultrasound Imaging

Reviews and Testimonials

This work gathers international contributors in information technology, systems engineering, medical informatics, and biomedical engineering to explain techniques for the use of automated systems for medical image classification and clustering and for computer-aided diagnosis systems. The first part of the book provides an introduction to classification and clustering. Subsequent sections deal with filtering and thresholding for medical image quality improvement, classification and clustering of magnetic resonance imaging, medical image retrieval, medical imaging applications-based classifications, and wireless systems for health. Color and b&w medical images, micro images, and charts are included.

– ProtoView Reviews

Table of Contents and List of Contributors

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Author(s)/Editor(s) Biography

Nilanjan Dey, PhD., is an Asst. Professor in the Department of Information Technology in Techno India College of Technology, Rajarhat, Kolkata, India. He holds an honorary position of Visiting Scientist at Global Biomedical Technologies Inc., CA, USA and Research Scientist of Laboratory of Applied Mathematical Modeling in Human Physiology, Territorial Organization Of- Scientific And Engineering Unions, BULGARIA. He is the Managing Editor of International Journal of Image Mining (IJIM), Inderscience, Regional Editor-Asia of International Journal of Intelligent Engineering Informatics (IJIEI), Inderscience and Associated Editor of International Journal of Service Science, Management, Engineering, and Technology, IGI Global. His research interests include: Medical Imaging, Soft computing, Data mining, Machine learning, Rough set, Mathematical Modeling and Computer Simulation, Modeling of Biomedical Systems, Robotics and Systems, Information Hiding, Security, Computer Aided Diagnosis, Atherosclerosis. He has 8 books and 150 international conferences and journal papers. He is a life member of IE, UACEE, ISOC etc. https://sites.google.com/site/nilanjandeyprofile/.
Amira S. Ashour, an Asst. Professor and Vice Chair of Computer Engineering Department of in Computers and Information Technology College, Taif University, KSA. Vice Chair of Computers Science Department of in Computers and Information Technology College, Taif University, KSA during 2006 till 2015. She is a Lecturer of Electronics and Electrical Communications Engineering, Faculty of Engg., Tanta University, Egypt. She got her Ph.D. in Smart Antenna (2005) in the Electronics and Electrical Communications Engineering, Tanta University, Egypt. She had her master in "Enhancement of Electromagnetic Non-Destructive Evaluation Performance Using Advanced Signal Processing Techniques," Faculty of Engineering, Egypt, 2000. Her research interests include Image Processing, Medical Imaging, Smart Antenna and Adaptive Antenna Arrays.