Generative AI in Neurology
eBook - ePub

Generative AI in Neurology

Advancing Neurodegenerative Disease Treatment

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Generative AI in Neurology

Advancing Neurodegenerative Disease Treatment

About this book

This book comprehensively explores the intersection between AI and neurology, focusing on the application of generative models in diagnosing, treating, and managing neurodegenerative diseases. It covers the principles of generative AI and its roles in neuroimaging, biomarker identification, medication development, and tailored treatment options. It examines how advanced AI approaches are leveraged to increase the detection and treatment of neurodegenerative illnesses. The concepts are supported by case studies and examples.

Features:

  • Focuses on the emerging field of generative models in neurology.
  • Presents an interdisciplinary approach that bridges AI and medical applications.
  • Examines the ability of neural diffusion models to generate genuine data to enhance healthcare AI.
  • Discusses tools for the adaptation and augmentation of medical images and healthcare data domains.
  • Includes case studies and practical impacts.

This book is aimed at graduate students and researchers in biomedical and computer engineering, artificial intelligence, and health informatics.

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Information

Publisher
CRC Press
Year
2025
eBook ISBN
9781040451151
Topic
Technology & Engineering
Index
Technology & Engineering

Table of contents

  1. Cover Page
  2. Half Title page
  3. Title Page
  4. Copyright Page
  5. Contents
  6. Preface
  7. Editors
  8. Contributors
  9. 1 The Power of Generative Models: Theoretical Essentials, Foundations and Applications
  10. 2 Overview of Current Technologies in Neurology with AI
  11. 3 Unlocking Neural Pathways: Large Language Models Pioneering Innovative Treatments in Neurodegenerative Diseases
  12. 4 A Novel Framework for AI-Powered Cognitive Tests for Improved Early Awareness in Alzheimerā€™s Disease
  13. 5 Generative AI for Biomarker Discovery: Identifying Early Signs of Disease
  14. 6 Improved Early Awareness: Parkinsonā€™s Disease, ALS, and Alzheimerā€™s Disease
  15. 7 Future of Early Diagnosis: Artificial Intelligenceā€™s Role in Neurodegenerative Disease Detection
  16. 8 Enhancing Seizure Prediction, Diagnosis, and Treatment using Artificial Intelligence in Epilepsy Intervention
  17. 9 Advancing Parkinsonā€™s Disease Detection: A Raw Voice Waveform Approach with Generative AI Augmentation
  18. 10 Early Alzheimerā€™s Disease Diagnosis using Generative AI and a Hybrid Capsule Network with Attention Mechanism
  19. 11 Custom Deep Neural Network for Early Detection of Neurodegenerative Disorders: A Multimodal Approach
  20. 12 Integration of Generative AI with Personalized Medicine in Neurology
  21. 13 Using Generative Artificial Intelligence in Neurodegenerative Disease Management
  22. 14 Exploring the Role of Generative AI Models in Neurodegenerative Disease Estimation
  23. 15 The Generative AI Revolution in Neurodegenerative Disease Research: Navigating Challenges and Embracing Opportunities
  24. Index

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Yes, you can access Generative AI in Neurology by C Kishor Kumar Reddy,Anindya Nag,Lavanya Pamulaparty,Mariya Ouaissa,Marlia Mohd Hanafiah in PDF and/or ePUB format. We have over 1.5 million books available in our catalogue for you to explore.