Medical Big Data and Internet of Medical Things

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文件名称：Medical Big Data and Internet of Medical Things
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文件格式：PDF
更新时间：2022-02-20 17:33:10
Network Medical Big Data and Internet of Medical Things: Advances, Challenges and Applications ISBN-10 书号: 1138492477 ISBN-13 书号: 9781138492479 Edition 版本: 1 出版日期: 2018-10-06 pages 页数: (356) Key Features: Addresses various applications of Medical Big Data and Internet of Medical Things in real time environment Highlights recent innovations, designs, developments and topics of interest in machine learning techniques for classification of medical data Provides background and solutions to existing challenges in Medical Big Data and Internet of Medical Things Provides optimization techniques and programming models to parallelize the computationally intensive tasks in data mining of medical data Discusses interactions, advantages, limitations, challenges and future perspectives of IoT based remote healthcare monitoring systems. Includes data privacy and security analysis of cryptography methods for the Web of Medical Things (WoMT) Presents case studies on the next generation medical chair, electronic nose and pill cam are also presented. Contents Preface Editors Contributors Chapter 1:Big Data Mining Methods in Medical Applications Chapter 2:Approaches in Healthcare Using Big Data and Soft Computing Chapter 3:Implantable Electronics:Integration of Bio-Interfaces,Devices and Sensors Chapter 4:Challenges in Designing Software Architectures for -Web-Based Biomedical Signal Analysis Chapter 5:Handling of Medical Imbalanced Big Data Sets for Improved Classification Using Adjacent_ Extreme Mix Neighbours Oversampling Technique (AEMNOST) Chapter 6:A Big Data Framework for Removing Misclassified Instances Based on Fuzzy Rough Chapter 7:Fuzzy C-Mean and Density-Based Spatial Clustering for Internet of Things Data Processing Chapter 8:Parallel Data Mining Techniques for Breast Cancer Prediction Chapter 9:A MapReduce Approach to Analysing Healthcare Big Data Chapter 10:loT and Robotics in Healthcare Chapter 11:Internet of Medical Things:Remote Healthcare and Health Monitoring Perspective Chapter 12:A Comparative Analysis of Classical Cryptography versus Quantum Cryptography for Web of Medical Things(WoMT)