AI and Data Science in Precision Medicine, Predictive Analytics, and Medical Practice
eBook - ePub

AI and Data Science in Precision Medicine, Predictive Analytics, and Medical Practice

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

AI and Data Science in Precision Medicine, Predictive Analytics, and Medical Practice

About this book

AI and Data Science in Precision Medicine, Predictive Analytics, and Medical Practice examines the transformative role of AI and data science in improving diagnosis, treatment, and healthcare delivery. It shows how machine learning, deep learning, and advanced signal and image analysis enable breakthroughs in genomics, multi-omics integration, biomedical imaging, EEG-based seizure prediction, and real-time physiological monitoring. The book highlights AI-driven stratification of complex syndromes such as sepsis, stroke, and acute respiratory distress syndrome, demonstrating how data-driven models support early detection, personalized interventions, and actionable clinical decisions.The volume also presents system-level innovations, including AI-based forecasting for dialysis, blood supply management, and telemedicine optimization. It addresses ethical and regulatory challenges, fairness, transparency, data governance, and clinical validation, providing a practical roadmap for healthcare professionals, engineers, researchers, and policymakers. By integrating responsible, human-centered AI into precision medicine, the book illustrates clear pathways to enhance patient care, improve outcomes, and promote equitable healthcare. - Explores AI and data science in precision medicine, integrating genomics, imaging, and multi-omics for actionable insights. - Demonstrates predictive analytics across major clinical conditions, offering a technology-driven roadmap to improve care and outcomes. - Highlights ethical, regulatory, and governance considerations essential for responsible AI deployment in healthcare.

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Information

Publisher
Academic Press
Year
2026
Topic
Biological Sciences
eBook ISBN
9780443365553
Subtopic
Biotechnology
Index
Biological Sciences

Table of contents

  1. Cover image
  2. Title page
  3. Copyright
  4. Contents
  5. Contributors
  6. Preface
  7. Titles in the Medical Robots and Devices Series
  8. Introduction
  9. Part I Foundations of AI, data science, and medical training in precision medicine
  10. Part II Core perspectives on AI in precision medicine: Genomics, imaging, and drug discovery
  11. Part III Data-driven AI techniques for diagnosis, prediction, and personalized treatment
  12. Part IV AI-driven optimization of healthcare systems and medical logistics
  13. Part V Emerging trends, ethical challenges, and future perspectives in AI-driven healthcare
  14. Index

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Yes, you can access AI and Data Science in Precision Medicine, Predictive Analytics, and Medical Practice by Olfa Boubaker,Mohamed Boussarsar in PDF and/or ePUB format, as well as other popular books in Biological Sciences & Biotechnology. We have over 1.5 million books available in our catalogue for you to explore.