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ОбложкаClassification and clustering in biomedical signal processing / eds.: N.Dey, A.Ashour. - Hershey: IGI Global, 2016. - xxvii, 463 p.: ill. - (Advances in medical technologies and clinical practice (AMTCP) book series) (Premier reference source). - Bibliogr. at the end of the chapters. - Ind.: p.461-463. - ISBN 978-1-5225-0140-4; ISSN 2327-9354
Шифр: (И/Р36-C59) 02 (ВМИ)

 

Место хранения: 02 | Отделение ГПНТБ СО РАН | Новосибирск

Оглавление / Contents
 
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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