Intelligent Interactive Multimedia Systems for E-Healthcare Applications

ISBN-13: 9781774910221 / Angielski / Twarda / 2022 / 430 str.

Malik, Shaveta

Opis

Explores how the merging of interactive multimedia with artificial intelligence has created new and advanced tools in healthcare. It looks at how the latest technologies (AI, deep learning, machine learning, big data, IoT, smart device, etc.) help to manage health data, diagnose health issues, monitor treatment, and more.

Spis treści

PART 1: INTRODUCTION OF MULTIMEDIA IN HEALTHCARE APPLICATIONS  1. Data Visualization for Healthcare  2. Health Monitoring and Management System Using Machine Learning Techniques  3. A Study on Fusion Methods and Their Applications in Medical Image Processing  4. A Study on Elderly Caretaker Bot Using Computer Vision and Artificial Intelligence  5. Knowledge Shift for Candidate Categorization in Lung Nodule Detection Using 3D Convolutional Neural Network  PART 2: METHODS AND TECHNIQUES FOR SUPPORTING MULTIMEDIA SYSTEMS FOR E-HEALTHCARE  6. Data Mining Techniques: Risk-Wise Classification of Countries toward Prediction and Analysis of Worldwide COVID-19 Dataset  7. Mathematical Model of COVID-19 Diagnosis Prediction Using Machine Learning Techniques  8. Detection and Classification of Knee Osteoarthritis Using Texture Descriptor Algorithms  9. Sensor Cloud-Based Theoretical Machine Learning Models for Predicting Pandemic Diseases  PART 3: APPLICATIONS FOR INTELLIGENT AND AUTOMATED HEALTHCARE SYSTEMS  10. Applications of Machine Learning Algorithms in Fetal ECG Enhancement for E-Healthcare  11. Blockchain for Wearable Internet of Things in Healthcare  12. AI-Based Robotics in E-Healthcare Applications  13. Automated Health Monitoring System (AHMS) Using the Internet of Things for Improving Healthcare  14. Biomedical Data Analysis: Current Status and Future Trends  PART 4: FUTURE RESEARCH DIRECTIONS FOR INTELLIGENT AND AUTOMATED HEALTHCARE ENVIRONMENT  15. Healthcare 4.0 in Prospective of Respiratory Support System and Artificial Lung  16. Lifestyle Revolution: The Way to Healthcare, Case of India  PART 5: SHIFTING OF HEALTHCARE SYSTEMS TOWARD EMERGING TECHNOLOGIES  17. Internet of Things-Based Cloud Applications: Open Issues, Challenges, and Future Research Directions  18. Genomics and Genetic Data: A Third Eye for Doctors