Applied Mathematics for Healthcare Intelligent Systems
eBook - ePub

Applied Mathematics for Healthcare Intelligent Systems

Data Representation, Smart Healthcare, Deep Learning and Medical Imaging

  1. 313 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Applied Mathematics for Healthcare Intelligent Systems

Data Representation, Smart Healthcare, Deep Learning and Medical Imaging

About this book

This book offers a comprehensive and interdisciplinary perspective on healthcare intelligent systems, highlighting the growing role of applied mathematics, data-driven methodologies, and artificial intelligence in modern healthcare. The book brings together scholarly contributions that explore how intelligent models, data representations, and computational techniques are applied to healthcare diagnostics, medical imaging, and clinical decision-support systems.

The chapters cover a wide range of topics, including medical imaging modalities, data handling and representation, deep learning techniques, explainable and trustworthy artificial intelligence, generative models, three-dimensional reconstruction, performance evaluation metrics, ethical considerations, and emerging trends in healthcare technologies. Through practical insights and real-world case studies, the volume illustrates how intelligent systems support disease detection, diagnosis, and personalized treatment planning.

Designed for researchers, graduate students, and professionals in healthcare technology, computer science, and biomedical engineering, this book serves as a valuable reference on intelligent healthcare solutions.

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Table of contents

  1. Title Page
  2. Copyright
  3. Contents
  4. Frontmatter
  5. Contents
  6. List of Contributors
  7. 1 An In-Depth Analysis of Medical Imaging Modalities and the Transformative Potential of Deep Learning and Enhancing Diagnostic Accuracy in Healthcare
  8. 2 A Deep Learning Architecture for Detecting Pneumonia in Chest X-rays: An Approach for Processing Medical Images
  9. 3 Data Handling, Data Representation, and Preprocessing for Medical Image Processing
  10. 4 Deep Learning in Medical Imaging Modalities: A Comprehensive Analysis for Enhanced Diagnosis
  11. 5 Deep Generative Learning: Foundations and Case Studies in Medical Image Processing
  12. 6 Explainable AI for Smart Healthcare
  13. 7 3D Reconstruction Techniques for Medical Imaging
  14. 8 Emerging Trends in Medical Imaging with Fog Computing
  15. 9 In-Depth Analysis of Advanced Image Segmentation Techniques for Accurate Identification of Anatomical Structures and Pathologies in Medical Imaging
  16. 10 Revolutionizing Medical Image Interpretation with GANs in Healthcare
  17. 11 AI-Driven Healthcare: Case Studies in Intelligent Systems and Applications
  18. 12 Balancing Innovation and Integrity: Challenges in Deep Learning for Medical Imaging
  19. 13 Transformers and Deep Learning in Medical Imaging: Future Directions and Impact
  20. 14 Cognitive Imaging: AI-Driven Transformation in Medical Diagnostics
  21. 15 Future of AI-ML and Their Potential Impact on Deep Learning Applications in Medical Diagnostics and Imaging
  22. Index
  23. Index

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Yes, you can access Applied Mathematics for Healthcare Intelligent Systems by Monika Sethi,Shivani Sood,Saravjeet Singh,Arfat Ahmad Khan in PDF and/or ePUB format, as well as other popular books in Mathematics & Artificial Intelligence (AI) & Semantics. We have over 1.5 million books available in our catalogue for you to explore.