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· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9781774910221
· 쪽수 : 462쪽
· 출판일 : 2022-11-30
목차
Introduction Shaveta Malik and Amit Kumar Tyagi PART I: INTRODUCTION OF MULTIMEDIA IN HEALTHCARE APPLICATIONS 1. Data Visualization for Healthcare S. Usharani, P. Manju Bala, R. Rajmohan, T. Ananth Kumar, and M. Pavithra 2. Health Monitoring and Management System Using Machine Learning Techniques Bharati Patil and D. Vydeki 3. A Study on Fusion Methods and Their Applications in Medical Image Processing Nischitha and Chandra Singh 4. A Study on Elderly Caretaker Bot Using Computer Vision and Artificial Intelligence Chandra Singh, Nischitha, Ashwath Rao, Shailesh S. Shetty, and Pavanalaxmi 5. Knowledge Shift for Candidate Categorization in Lung Nodule Detection Using 3D Convolutional Neural Network P. Manju Bala, S. Usharani, R. Rajmohan, M. Pavithra, and T. Ananth Kumar PART II: METHODS AND TECHNIQUES FOR SUPPORTING MULTIMEDIA SYSTEMS FOR E-HEALTHCARE 6. Data Mining Techniques: Risk-Wise Classification of Countries Towards Prediction and Analysis of Worldwide COVID-19 Dataset Sachin Kamley 7. Mathematical Model of COVID-19 Diagnosis Prediction Using Machine Learning Techniques V. Kakulapati and M. Nagaraju 8. Detection and Classification of Knee Osteoarthritis Using Texture Descriptor Algorithms Anjani Hegde, Rishma Mary George, and H. D. Ranjith 9. Sensor Cloud-Based Theoretical Machine Learning Models for Predicting Pandemic Diseases Prashant Sangulagi and Ashok V. Sutagundar PART III: APPLICATIONS FOR INTELLIGENT AND AUTOMATED HEALTHCARE SYSTEMS 10. Applications of Machine Learning Algorithms in Fetal ECG Enhancement for E-Healthcare Yojana Sharma, Shashwati Ray, and Om Prakash Yadav 11. Blockchain for Wearable Internet of Things in Healthcare Shubhangi Kharche and Rizwana Shaikh 12. AI-Based Robotics in E-Healthcare Applications P. Praveen Kumar, T. Ananth Kumar, R. Rajmohan, and M. Pavithra 13. Automated Health Monitoring System (AHMS) Using IoT for Improving Healthcare M. Vergin Raja Sarobin, Sherly Alphonse, and L. Jani Anbarasi 14. Bio-Medical Data Analysis: Current Status and Future Trends Amit Kumar Tyagi, S. U. Aswathy, and Shaveta Malik PART IV: FUTURE RESEARCH DIRECTIONS FOR INTELLIGENT AND AUTOMATED HEALTHCARE ENVIRONMENT 15. Healthcare 4.0 in Prospective of Respiratory Support System and Artificial Lung Moupali Roy, Arpan Das, Biswarup Neogi, and Prabir Saha 16. Lifestyle Revolution: The Way to Health Care, Case of India Raju K. Kurian, Jyotsna Haran, and Saurabh Ojha PART V: SHIFTING OF HEALTHCARE SYSTEMS TOWARDS EMERGING TECHNOLOGIES 17. Internet of Things Based Cloud Applications: Open Issues, Challenges and Future Research Directions Siddharth M. Nair, R. Varsha, Amit Kumar Tyagi, and S. U. Aswathy 18. Genomics and Genetic Data: A Third Eye for Doctors M. Shamila, Amit Kumar Tyagi, and S. U. Aswathy















