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Principles of Medical Imaging for Engineers From Signals to Images /

This textbook is a concise introduction to medical imaging aimed at physical scientists and engineers, including budding biomedical engineers and biophysicists. The book introduces fundamental concepts related to how we "see" inside the body using medical imaging technology and what is nee...

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Bibliografski detalji
Glavni autor: Chappell, Michael (Autor)
Autor kompanije: SpringerLink (Online service)
Format: Elektronički e-knjiga
Jezik:engleski
Izdano: Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
Izdanje:2nd ed. 2025.
Teme:
Biotechnology.
Biomedical engineering.
Signal processing.
Radiology.
Biomedical Engineering and Bioengineering.
Signal, Speech and Image Processing.
Online pristup:https://doi.org/10.1007/978-3-031-84774-5
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Sadržaj:
  • Part I: From Signals
  • 1. Introduction
  • 2. Transmission – X-rays
  • 3. Reflection - Ultrasound
  • 4. Emission – SPECT/PET
  • 5. Resonance – Nuclear Magnetic Resonance
  • Part II: To Images
  • 6. Imaging
  • 7. Timing-based Reconstruction - Ultrasound
  • 8. Back-projection Reconstruction – X-ray and PET/SPECT
  • 9. Fourier Reconstruction – MRI
  • 10. Principles of Reconstruction
  • Part III: And Beyond
  • 11. Generating and Enhancing Contrast
  • 12. Beyond Contrast: Quantitative, Physiological and Functional Imaging.-13. Image Analysis Concepts
  • 14. Image Processing
  • 15. Modelling
  • Part IV: Reference
  • 16: Optimization and Inference
  • 17: Machine Learning
  • Supplementary Material
  • Exercise Solutions.

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