Description

Book Synopsis

Preface.- Chapter 1 Introduction to AI in Medical Image Analysis.- Chapter 2 Fundamentals of medical image analysis.- Chapter 3 The Role of AI in Enhancing Imaging Modalities.- Chapter 4 Machine Learning for Image Processing in Healthcare.- Chapter 5 Deep Learning Revolution in Medical Image analysis.- Chapter 6 Harnessing Diffusion Models for Advanced Medical Image Analysis.- Chapter 7 AI-Enhanced Tumor Detection and Segmentation.- Chapter 8 Personalized Medicine Through AI-Driven Imaging.- Chapter 9 AI-Driven Medical Image Analysis: Challenges and Limitations.- Chapter 10 Future Directions for AI in Medical Image Analysis.- Chapter 11 Ethical and Regulatory Considerations in AI-Based Imaging.- Chapter 12 AI in Medical Image Analysis: Societal Impact and Inclusivity.- Chapter 13 Conclusion: Seeing Beyond—AI's Promising Future in Medical Image Analysis.

AI for Medical Image Analysis

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    A Hardback by Najib Ben Aoun

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      Publisher: Springer
      Publication Date: Publication Date: 01/01/2026
      ISBN13: 9783032029621, 978-3032029621
      ISBN10:
      Also in:
      Computing Artificial intelligence (AI)

      Description

      Book Synopsis

      Preface.- Chapter 1 Introduction to AI in Medical Image Analysis.- Chapter 2 Fundamentals of medical image analysis.- Chapter 3 The Role of AI in Enhancing Imaging Modalities.- Chapter 4 Machine Learning for Image Processing in Healthcare.- Chapter 5 Deep Learning Revolution in Medical Image analysis.- Chapter 6 Harnessing Diffusion Models for Advanced Medical Image Analysis.- Chapter 7 AI-Enhanced Tumor Detection and Segmentation.- Chapter 8 Personalized Medicine Through AI-Driven Imaging.- Chapter 9 AI-Driven Medical Image Analysis: Challenges and Limitations.- Chapter 10 Future Directions for AI in Medical Image Analysis.- Chapter 11 Ethical and Regulatory Considerations in AI-Based Imaging.- Chapter 12 AI in Medical Image Analysis: Societal Impact and Inclusivity.- Chapter 13 Conclusion: Seeing Beyond—AI's Promising Future in Medical Image Analysis.

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