Handbook of research on artificial intelligence and soft computing techniques in personalized healthcare services / edited by Uma N. Dulhare, A.V. Senthil Kumar, Amit Dutta, Seddik Bri, Ibrahiem El Emary
"Artificial intelligence in combination with soft computing (the use of approximate calculations to provide imprecise but usable solutions to complex computational problems) has great potential in creating smart personalized healthcare services. AI and soft computing techniques can create the next-generation ultra-digital hospital services, such as advanced robotic surgery, 5G infrastructure networks for remote healthcare assistance and monitoring, and much more. This volume covers background related to AI and also presents diverse state-of-the-art applications in AI and soft computing to achieve intelligent personalized healthcare services. The chapters are grouped into three areas: Internet of Medical Things and Cloud Technologies in Healthcare, Artificial Intelligence and Techniques in Healthcare Services, and Telemedicine and Personalized Healthcare Services. The chapters look at a variety of AI and soft computing techniques, applications, and algorithms, such as 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. The chapters demonstrate the myriad uses of AI and computer techniques in healthcare, such as for enhanced data sharing, remote health monitoring, tele-rehabilitation, connecting rural populations with the healthcare services and facilities, accurately identifying diseases and health issues, automated medical diagnosis, analyzing and recognizing information in surgical videos, ensuring timely communication and transportation during health disasters and emergencies, for optimizing expenditures, processing periods, patient well-being, productivity, and more. The chapters also emphasize aspects of IoT security, privacy characteristics, various cyber-threat models and attack classification, malware identification for safeguarding healthcare data. This book has much to offer those interested in the applications of artificial intelligence in healthcare, including healthcare professionals, hospital and healthcare network administrators, policymakers, IT researchers, and others"--.
| Medienart: |
Buch |
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| Erscheinungsjahr: |
2024 |
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| Erschienen: |
Palm Bay, FL: Apple Academic Press ; 2024 |
| Ausgabe: |
First edition |
| Weitere Ausgaben: |
Erscheint auch als Online-Ausgabe: Handbook of research on artificial intelligence and soft computing techniques in personalized healthcare services |
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| Reihe: |
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| Sprache: |
Englisch |
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| Beteiligte Personen: |
Dulhare, Uma N. [HerausgeberIn] |
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| Links: |
Cover [lizenzpflichtig] |
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| ISBN: |
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| Anmerkungen: |
Includes bibliographical references and index |
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| Umfang: |
pages cm |
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| Förderinstitution / Projekttitel: |
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| PPN (Katalog-ID): |
1858928842 |
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| 245 | 1 | 0 | |a Handbook of research on artificial intelligence and soft computing techniques in personalized healthcare services |c edited by Uma N. Dulhare, A.V. Senthil Kumar, Amit Dutta, Seddik Bri, Ibrahiem El Emary |
| 250 | |a First edition | ||
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| 264 | 1 | |a Palm Bay, FL |b Apple Academic Press |c 2024 | |
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| 490 | 0 | |a AAP advances in artificial intelligence and robotics | |
| 500 | |a Includes bibliographical references and index | ||
| 505 | 8 | 0 | |a 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 |
| 520 | |a "Artificial intelligence in combination with soft computing (the use of approximate calculations to provide imprecise but usable solutions to complex computational problems) has great potential in creating smart personalized healthcare services. AI and soft computing techniques can create the next-generation ultra-digital hospital services, such as advanced robotic surgery, 5G infrastructure networks for remote healthcare assistance and monitoring, and much more. This volume covers background related to AI and also presents diverse state-of-the-art applications in AI and soft computing to achieve intelligent personalized healthcare services. The chapters are grouped into three areas: Internet of Medical Things and Cloud Technologies in Healthcare, Artificial Intelligence and Techniques in Healthcare Services, and Telemedicine and Personalized Healthcare Services. The chapters look at a variety of AI and soft computing techniques, applications, and algorithms, such as 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. The chapters demonstrate the myriad uses of AI and computer techniques in healthcare, such as for enhanced data sharing, remote health monitoring, tele-rehabilitation, connecting rural populations with the healthcare services and facilities, accurately identifying diseases and health issues, automated medical diagnosis, analyzing and recognizing information in surgical videos, ensuring timely communication and transportation during health disasters and emergencies, for optimizing expenditures, processing periods, patient well-being, productivity, and more. The chapters also emphasize aspects of IoT security, privacy characteristics, various cyber-threat models and attack classification, malware identification for safeguarding healthcare data. This book has much to offer those interested in the applications of artificial intelligence in healthcare, including healthcare professionals, hospital and healthcare network administrators, policymakers, IT researchers, and others"-- | ||
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| 650 | 2 | |a Internet of Things |2 DLC | |
| 650 | 2 | |a Biotechnology |2 DLC | |
| 650 | 2 | |a Telemedicine |2 DLC | |
| 650 | 4 | |a Artificial intelligence | |
| 650 | 4 | |a Arzneimittel- und Medizinprodukterecht | |
| 650 | 4 | |a Biomedical engineering | |
| 650 | 4 | |a Biomedizinische Technik | |
| 650 | 4 | |a COMPUTERS / Artificial Intelligence | |
| 650 | 4 | |a Electrical engineering | |
| 650 | 4 | |a Electronics engineering | |
| 650 | 4 | |a Elektronik | |
| 650 | 4 | |a Elektrotechnik | |
| 650 | 4 | |a Künstliche Intelligenz | |
| 650 | 4 | |a LAW / Medical Law & Legislation | |
| 650 | 4 | |a Regulation of medicines & medical devices | |
| 650 | 4 | |a TECHNOLOGY & ENGINEERING / Biomedical | |
| 650 | 4 | |a TECHNOLOGY & ENGINEERING / Electrical | |
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| 700 | 1 | |a Dulhare, Uma N. |e herausgeberin |4 edt | |
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| 700 | 1 | |a Dutta, Amit |d 1971- |e herausgeberin |4 edt | |
| 700 | 1 | |a Bri, Seddik |d 1968- |e herausgeberin |4 edt | |
| 700 | 1 | |a El Emary, Ibrahiem M. M. |e herausgeberin |4 edt | |
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