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Artificial Intelligence in e-Health Framework, Volume 1

AI, Classification, Wearable Devices, and Computer-Aided Diagnosis

Paperback Engels 2025 9780443138164
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Samenvatting

Artificial Intelligence in e-health Framework, Volume One: AI, Classification, Wearable Devices, and Computer-Aided Diagnosis presents a variety of AI techniques and applications for solving issues in the healthcare industry. As Artificial Intelligence is increasingly incorporated into medical systems and methods, it is critical to understand the formulations and basics of machine and deep learning as well as how to implement these advances into practice. This book specifically explores Artificial Intelligence developments in disease diagnosis, health monitoring, medical image recognition, and diagnostics, as well as e-health records management.

This is a valuable resource for health professionals, scientists, researchers, students, and all who wish to broaden their knowledge in this advancing technology.

Specificaties

ISBN13:9780443138164
Taal:Engels
Bindwijze:Paperback

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Inhoudsopgave

<p>Section 1: Introduction to Artificial Intelligence<br>1. Data Processing<br>2. Regression, Classification, and Clustering Algorithms<br>3. Deep Learning<br><br>Section 2: Application of Artificial Intelligence in Disease Diagnosis<br>4. Application of Artificial Intelligence in Pioneering Heart Disease Detection<br>5. From Data to Diagnosis: Leveraging Machine Learning for Heart Disease Classification with the Cleveland Heart Disease Dataset<br>6. AI-based Treatment Solutions<br>7. Application of AI in Big Data Management<br><br>Section 3: AI in Health Monitoring and Wearables Devices<br>8. Remote Health Monitoring Using Artificial Intelligence<br>9. Predicting Women&rsquo;s Fertility with AI<br>10. A Comparative Study on &ldquo;Face Mask Detection&rdquo; Using Machine Learning and Deep Learning Algorithms<br>11. Enhancing Communication: A Review on AI Wearables for the Deaf and Mute<br>12. AI based cuffless digital sphygmomanometric measuring system for chronic illness patients<br><br>Section 4: Application of AI Medical Image Recognition<br>13. Identifying Cardiovascular Abnormalities<br>14. Non-linear Activation Functions of CNN for Classification of MRI Brain tumor Images<br>15. Artificial Intelligence-Based Management Prospects of Neurological Disorders with Special Reference to Epilepsy<br>16. Screening for Common Cancers</p>

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        Artificial Intelligence in e-Health Framework, Volume 1