Preface ...................................................... xvii
Acknowledgment ............................................... xxiv
Introduction ................................................. xxvi
Section 1. Introduction to Classification and Clustering
Chapter 1
Bag-of-Features in Microscopic Images Classification ............ 1
Samsad Beagum, Taif University, Saudi Arabia & Karpagam
University, India
Amira S. Ashour, Tanta University, Egypt & Taif University,
Saudi Arabia
Nilanjan Dey, Techno India College of Technology, India
Chapter 2
An Overview of Machine Learning in Medical Image Analysis:
Trends in Health Informatics ................................... 23
Anand Narasimhamurthy, BITS Pilani - Hyderabad, India
Chapter 3
The Combination of Adaptive Pikers to Improve the Quality of
Medical Images in New Wavelet Domain ........................... 46
Nguyen Thanh Binh, Ho Chi Minh City University of
Technology, Vietnam
Vo Thi Hong Tuyet, Ho Chi Minh City Open University, Vietnam
Section 2 Filtering and Thresholding for Medical Image
Quality mprovement
Chapter 4
Intensity-Based Classification and Related Methods in
Brain MR Images ................................................ 78
Luminita Moraru, Dunarea de Jos University of Galati,
Romania
Simona Moldovanu, Dunarea de Jos University of Galati,
Romania & Dumitru Motoc High School, Romania
Anjan Biswas, Delaware State University, USA & King
Abdulaziz University, Saudi Arabia
Chapter 5
GPU-Based Level Set Method for MRT Brain Tumor
Segmentation using Modified Probabilistic Clustering .......... 106
Ram Kumar, National Institute of Technology Silchar, India
Sweta Rani, Nobel Medical College and Teaching Hospital,
Nepal
Abahan Sarkar, National Institute of Technology Silchar,
India
Fazal Ahmed Talukdar, National Institute of Technology
Silchar, India
Section 3. Classification and Clustering of Magnetic
Resonance Imaging
Chapter 6
Classification of Magnetic Resonance Image and
Segmentation of Brain Tissues for Tumor Detection ............. 132
Manjula Pushparaj, Jeppiaar Engineering College, India
Arokia Renjith J, Jeppiaar Engineering College, India
Mohan Kumar P., Jeppiaar Engineering College, India
Chapter 7
Analysis and Comparison of Developed 2D Medical Image
Database Design using Registration Scheme, Retrieval Scheme,
and Bag-of-Visual-Words ....................................... 149
Swarnambiga Ayyachamy, SACS MAVMM Engineering College, India
Section 4 Medical Image Retrieval
Chapter 8
Multimodal Indexing and Information Retrieval System Based
on Mammographie Image Analysis: Gabor Model in Digital
Learning ...................................................... 170
Sahbi Sidhom, University of Lorraine, France
Noureddine Bourkache, University of Mouloud Mammeri,
Algeria
Mourad Laghrouche, University of Mouloud Mammeri, Algeria
Chapter 9
Effect of Slow and Fast Music on the Autonomic Nervous
System and Cardiac Health: A Preliminary Investigation ........ 198
Suraj Kumar Nayak, National Institute of Technology,
Rourkela, India
Rudra Dutt Shukla, National Institute of Technology,
Rourkela, India
Ipsita Panda, National Institute of Technology, Rourkela,
India
Biswajeet Champaty, National Institute of Technology,
Rourkela, India
Goutam Thakur, Manipal Institute of Technology, India
Biswajit Mohapatra, Vesaj Patel Hospital, India
D.N. Tibarewala, Jadavpur University, India
Kunal Pal, National Institute of Technology, Rourkela,
India
Section 5 Assortment of Medical Imaging Applications-Based
Classification
Chapter 10
Development of Ultrasound Imaging CAD Tool for Assessment
of Pathologies in Supraspinatus Tendon ........................ 220
Rishu Gupta, Universiti Teknologi Petronas, Malaysia
Irraivan Elamvazuthi, Universiti Teknologi Petronas,
Malaysia
John George, University of Malaya Research Imaging
Centre, Malaysia
Chapter 11
New Imaging and Computational Technology as a Guide for
Catheter Ablation of Incessant Tachyarrhythmias ............... 262
Carlo Pappone, University of Milan, Italy
Carmine Garzillo, University of Naples, Federico II, Italy
Vincenzo Santinelli, University of Milan, Italy
Simonetta Crisà, University of Milan, Italy
Chapter 12
An Optimized Graph-Based Metagenomic Gene Classification
Approach: Metagenomic Gene Analysis ........................... 290
Md Sarwar Kamal, East West University, Bangladesh
Mohammad Ibrahim Khan, Chittagong University of
Engineering and Technology, Bangladesh
Kaushik Dev, Chittagong University of Engineering and
Technology, Bangladesh
Linkon Chowdhury, Chittagong University of Engineering
and Technology, Bangladesh
Nilanjan Dey, Techno India College of Technology, India
Chapter 13
Classification of Surface Electromyogram Signals Acquired
from the Forearm of a Healthy Volunteer ....................... 315
Uvanesh K., National Institute of Technology, Rourkela,
India
Suraj Kumar Nayak, National Institute of Technology,
Rourkela, India
Biswajeet Champaty, National Institute of Technology,
Rourkela, India
Goutam Thakur, Manipal Institute of Technology, India
Biswajit Mohapatra, Vesaj Patel Hospital, India
D.N. Tibarewala, Jadavpur University, India
Kunal Pal, National Institute of Technology, Rourkela,
India
Section 6 Wireless Systems for Healthcare
Chapter 14
Development of a Surface EMG-Based Control System for
Controlling Assistive Devices: A Study on Robotic Vehicle ..... 335
Uvanesh K., National Institute of Technology, Rourkela,
India
Suraj Kumar Nayak, National Institute of Technology,
Rourkela, India
Biswajeet Champaty, National Institute of Technology,
Rourkela, India
Goutam Thakur, Manipal Institute of Technology, India
Biswajit Mohapatra, Vesaj Patel Hospital, India
D.N. Tibarewala, Jadavpur University, India
Kunal Pal, National Institute of Technology, Rourkela,
India
Chapter 15
Development of Bluetooth, Xbee, and Wi-Fi-Based Wireless
Control Systems for Controlling Electric-Powered Robotic
Vehicle Wheelchair Prototype .................................. 356
Biswajeet Champaty, National Institute of Technology,
Rourkela, India
Suraj Kumar Nayak, National Institute of Technology,
Rourkela, India
Goutam Thakur, Manipal Institute of Technology, India
Biswajit Mohapatra, Vesaj Patel Hospital, India
D.N. Tibarewala, Jadavpur University, India
Kunal Pal, National Institute of Technology, Rourkela,
India
Chapter 16
Wireless Body Area Networks Combmed with Mobile Cloud
Computing in Healthcare: A Survey ............................. 388
Srijan Goswami, WEBEL Informatics Ltd., Bashirhat
College, India
Payel Roy, St. Mary's Technical Campus, India
Nilanjan Dey, Techno India College of Technology, India
Sayan Chakraborty, Bengal College of Engineering, India
Compilation of References ..................................... 403
About the Contributors ........................................ 453
Index ......................................................... 461
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