Artificial Intelligence in Neurosurgery
eBook - ePub

Artificial Intelligence in Neurosurgery

Translatable Technologies and Current Advances

  1. 221 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Artificial Intelligence in Neurosurgery

Translatable Technologies and Current Advances

About this book

The field of neurosurgery stands at the precipice of a transformative era, driven by the rapid evolution of artificial intelligence (AI). From optimizing patient selection and surgical parameters to enhancing intraoperative precision, AI has already begun to reshape the landscape of neurosurgical care. Yet, as these technologies advance from preclinical studies to real-world applications, the challenges of responsible integration, evaluation and safety have become increasingly urgent.

This groundbreaking textbook equips neurosurgeons with the foundational knowledge to navigate the complexities of AI in clinical practice. It explores the remarkable progress of AI systems, from machine learning–enhanced neuronavigation to agentic systems capable of autonomous, multistep workflows. With a focus on real-world clinical data, fairness and interpretability, the book addresses the critical hurdles of evaluation lag, dataset curation and regulatory oversight.

As AI transitions from passive tools to active participants in medical problem-solving, this text provides a roadmap for neurosurgeons to lead the charge in developing, implementing and critically assessing these transformative technologies. By bridging the gap between innovation and practice, this book ensures that the next generation of neurosurgeons is prepared to harness the full potential of AI while safeguarding patient care.

Table of contents

  1. Cover
  2. Half Title
  3. Series
  4. Title
  5. Copyright
  6. Contents
  7. Foreword
  8. Contributors
  9. Abbreviations
  10. 1 Neurons to Networks: Introducing the Role of Artificial Intelligence in Modern Neurosurgery
  11. 2 Multimodal Foundation Models for Healthcare
  12. 3 From Data to Decisions: AI-Driven Outcome Prediction in Spine Surgery
  13. 4 Outcome Prediction in Brain Surgery
  14. 5 Outcome Prediction in Neurosurgery: Liquid Biopsy and the Role of Machine Learning
  15. 6 Diagnostic Applications of Artificial Intelligence in Neuro-Oncology
  16. 7 Detection and Diagnosis of Cerebrovascular Lesions Using Artificial Intelligence
  17. 8 Artificial Intelligence Usage by Robotics in Neurosurgery
  18. 9 The Compass of the Future: Machine Learning-Guided Navigation in Spine Surgery
  19. 10 Artificial Intelligence for Surgical Workflow Analysis
  20. 11 The Mind–Machine Interface
  21. 12 Neurosurgical Sub-Task Automation
  22. 13 Artificial Intelligence for Simulation and Neurosurgical Training
  23. 14 Computer Vision in Neurosurgery
  24. 15 Large Language Models in Neurosurgery
  25. 16 Federated Learning in Neurosurgery
  26. 17 Policy Perspective on the Regulatory Landscape, Evaluation and Translation of Artificial Intelligence for Neurosurgery
  27. 18 Neurosurgical Data Sources and Data Needs for Artificial Intelligence
  28. 19 Current Challenges for Deep Learning Neurosurgery: Clinically Applicable Metrics and Domain Shift
  29. 20 Using Operating Room Audio and Video for Predictive Analytics
  30. 21 Advancing Basic Laboratory Research by Artificial Intelligence
  31. Index

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Information

Publisher
CRC Press
Edition
1
Year
2026
Print ISBN
9781032748375
9781032748382
eBook ISBN
9781040641514

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Yes, you can access Artificial Intelligence in Neurosurgery by Anand Veeravagu,Ethan Schonfeld in PDF and/or ePUB format, as well as other popular books in Medicine & Plastic & Cosmetic Medicine. We have over 1.5 million books available in our catalogue for you to explore.