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Classification and clustering in biomedical signal processing

Author: Nilanjan Dey; Amira Ashour
Publisher: Hershey, PA : Medical Information Science Reference, 2016.
Series: Advances in medical technologies and clinical practice book series.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"This book 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"--
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Classification and clustering in biomedical signal processing.
Hershey, PA : Medical Information Science Reference, 2016
(DLC) 2016000045
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Nilanjan Dey; Amira Ashour
ISBN: 9781522501411 152250141X
OCLC Number: 945799100
Description: 1 online resource.
Contents: Title Page; Copyright Page; Book Series; Table of Contents; Detailed Table of Contents; Preface; Acknowledgment; Introduction; Section 1: Introduction to Classification and Clustering; Chapter 1: Bag-of-Features in Microscopic Images Classification; Chapter 2: An Overview of Machine Learning in Medical Image Analysis; Chapter 3: The Combination of Adaptive Filters to Improve the Quality of Medical Images in New Wavelet Domain; Section 2: Filtering and Thresholding for Medical Image Quality Improvement; Chapter 4: Intensity-Based Classification and Related Methods in Brain MR Images. Chapter 5: GPU-Based Level Set Method for MRI Brain Tumor Segmentation using Modified Probabilistic ClusteringSection 3: Classification and Clustering of Magnetic Resonance Imaging; Chapter 6: Classification of Magnetic Resonance Image and Segmentation of Brain Tissues for Tumor Detection; Chapter 7: Analysis and Comparison of Developed 2D Medical Image Database Design using Registration Scheme, Retrieval Scheme, and Bag-of-Visual-Words; Section 4: Medical Image Retrieval; Chapter 8: Multimodal Indexing and Information Retrieval System Based on Mammographic Image Analysis. Chapter 9: Effect of Slow and Fast Music on the Autonomic Nervous System and Cardiac HealthSection 5: Assortment of Medical Imaging Applications-Based Classification; Chapter 10: Development of Ultrasound Imaging CAD Tool for Assessment of Pathologies in Supraspinatus Tendon; Chapter 11: New Imaging and Computational Technology as a Guide for Catheter Ablation of Incessant Tachyarrhythmias; Chapter 12: An Optimized Graph-Based Metagenomic Gene Classification Approach; Chapter 13: Classification of Surface Electromyogram Signals Acquired from the Forearm of a Healthy Volunteer. Section 6: Wireless Systems for HealthcareChapter 14: Development of a Surface EMG-Based Control System for Controlling Assistive Devices; Chapter 15: Development of Bluetooth, Xbee, and Wi-Fi-Based Wireless Control Systems for Controlling Electric-Powered Robotic Vehicle Wheelchair Prototype; Chapter 16: Wireless Body Area Networks Combined with Mobile Cloud Computing in Healthcare; Compilation of References; About the Contributors; Index; Optional Back Ad.
Series Title: Advances in medical technologies and clinical practice book series.
Responsibility: Nilanjan Dey and Amira Ashour, editors.

Abstract:

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  Read more...

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