Handbook of Research on Artificial Intelligence and Soft Computing Techniques in Personalized Healthcare Services (Aap Advances in Artificial Intelligence and Robotics) / Dulhare, Uma N. (EDT)/ Kumar, A. V. Senthil (EDT)/ Dutta, Amit (EDT)

個人化ヘルスケアサービスにおける人工知能とソフトコンピューティング技術ハンドブック<br>Handbook of Research on Artificial Intelligence and Soft Computing Techniques in Personalized Healthcare Services (Aap Advances in Artificial Intelligence and Robotics)

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個人化ヘルスケアサービスにおける人工知能とソフトコンピューティング技術ハンドブック
Handbook of Research on Artificial Intelligence and Soft Computing Techniques in Personalized Healthcare Services (Aap Advances in Artificial Intelligence and Robotics)

Dulhare, Uma N. (EDT)/ Kumar, A. V. Senthil (EDT)/ Dutta, Amit (EDT)

ウェブストア価格 ¥51,381（本体¥46,710）
Apple Academic Press Inc.（2024/01発売）
外貨定価 US$ 249.95
ポイント 467pt

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製本 Hardcover:ハードカバー版／ページ数 466 p.
言語 ENG
商品コード 9781774913383
DDC分類 610.28563

Full Description

This volume demonstrates the diverse state-of-the-art applications that combine artificial intelligence with soft computing, which has great potential for creating smart personalized healthcare services. The book showcases the myriad uses of AI and computer techniques in healthcare that employ deep learning, robotics, machine learning, blockchain, emerging cloud, edge computing, Practical Byzantine Fault Tolerance consensus, CNN architecture, Splunk, genetic algorithms (GA), DurBhashan, and many more. These technologies can be used in healthcare for enhanced data sharing, remote health monitoring, tele-rehabilitation, connecting rural populations with healthcare services, identifying diseases and health issues, automated medical diagnosis, analyzing information in surgical videos, ensuring timely communication and transportation during health disasters and emergencies, for optimizing expenditures, and more.

PART I: INTERNET OF MEDICAL THINGS AND CLOUD TECHNOLOGIES IN HEALTHCARE 1. Artificial Intelligence-Enabled IoMT for Medical Applications 2. Advancement in Healthcare by Cloud and Edge Computing 3. Disease Identification and Diagnosis Using Artificial Intelligence 4. An Approach for Accessing Patients Records Using Medical Suite Blockchain 5. Security Issues and Intelligent Solutions for IoMT-Enabled Healthcare Systems PART II: ARTIFICIAL INTELLIGENCE AND TECHNIQUES IN HEALTHCARE SERVICES 6. An AI-Driven Multi-Management System for Medical Resource Allocation Providing Personalized Healthcare Services 7. Prediction of Autistic Spectral Disorder Inflictions among Children Using Reinforcement-Based Learning Approaches 8. Reinforcement Learning for Automated Medical Diagnosis and Dynamic Clinical Regimes 9. Surgical Phase Recognition Using Videos: A Deep Neural Network Approach 10. Wearable Sensor-Based Monitoring and Classification Using Deep Learning for Personalized Healthcare 11. Personalized Physio-Care System Using AI 12. An Approach for the Implementation of Multilevel Technique of GA for Cardiac Disease Detection PART III: TELEMEDICINE AND PERSONALIZED HEALTHCARE SERVICES 13. A Tele-Healthcare System for Diagnosis and Treatment of Patients During a Pandemic 14. Personalized Telemedicine Utilizing Artificial Intelligence, Robotics, and the Internet of Medical Things (IoMT) 15. Cyber-Physical System-Based Secure Online Medication System 16. Durbhashan: A Healthcare Guiding Booth for Rural People 17. Internet Pharmacy Branch in Poland and Its Logistics Support Management 18. Effective Emergency Transportation and Communication for Saving Human Lives During Disasters 19. Resource Allocation and Scheduling of Patient's Physical Activity Using PSO