Artificial Intelligence and Machine Learning in Healthcare

Edited by Arman Kilic,Artur Dubrawski

ISBN13: 9780128225189

Imprint: Academic Press Inc

Publisher: Elsevier Science Publishing Co Inc

Format: Paperback / softback

Published: 01/10/2025

Availability: Not yet available

Description
Artificial Intelligence and Machine Learning in Healthcare discusses the potential of groundbreaking technologies on the delivery of care. A lot have been said about how artificial intelligence and machine learning can improve healthcare, however there are still many doubts and concerns among health professionals, all of which are addressed in this book. Sections cover History and Basic Overview of AI and ML, with differentiation of supervised, unsupervised and deep learning, Applications of AI and ML in Healthcare, The Future of Healthcare with AI, Challenges to Adopting AI in Healthcare, and ethics and legal processes for implementation. This book is a valuable resource for bioinformaticians, clinicians, graduate students and several members of biomedical field who needs to get up to speed on the revolutionary role of AI and Machine Learning in healthcare.
Part I: History and Basic Overview of AI and ML 1. Historical Background of AI and ML 2. Introduction to AI and ML Techniques 3. Supervised Learning 4. Unsupervised Learning 5. Deep Learning Part II: Applications of AI and ML in Healthcare 6. Primary Care 7. Ophthalmology 8. Oncology 9. Radiology 10. Emergency Medicine 11. Intensive Care Unit 12. Cardiovascular Medicine and Surgery 13. Data Extraction and Quality Control in the Electronic Health Record Part III: The Future of Healthcare with AI 14. Wearable Technology 15. Software for Automated Interpretation of Medical Imaging 16. Software for Clinical Decision Support 17. The Impact of AI on Healthcare Finance Part IV: Challenges to Adopting AI in Healthcare 18. Ethical Challenges 19. Legal Processes Required to Implement AI in Healthcare 20. Gaining Patients’ Trust in AI for their Healthcare
  • Personal & public health
  • Machine learning
  • Biotechnology industries
  • Professional & Vocational
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List Price: £155.00