AI for Medical Image Analysis
Reconciling Innovation and Ethical Considerations
Springer
ISBN 978-3-032-02962-1
Standardpreis
Bibliografische Daten
Fachbuch
Buch. Hardcover
2025
2 s/w-Abbildungen, 68 Farbabbildungen.
Umfang: X, 355 S.
Format (B x L): 15.5 x 23.5 cm
Verlag: Springer
ISBN: 978-3-032-02962-1
Produktbeschreibung
This book, "AI for Medical Image Analysis: reconciling Innovation and ethical considerations," delves into the use of AI in medical image analysis while adhering to ethical considerations. It will cover the technological advancements, applications, strategies and ethical considerations around the use of AI in healthcare imaging. It presents a holistic perspective on how AI-driven computer vision and image processing are reshaping the healthcare landscape and expanding the realm of what is conceivable for medical diagnostics and treatment.
This book will:
- Highlight the efficiency of AI for the medical image analysis and tumor segmentation, including machine learning and deep learning models.
- Include case studies across many areas of AI in medical imaging data.
- Investigate the ethical, regulatory and social considerations of AI in medical image analysis
Present the current challenges and futures research directions.
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