Gespeichert in:
| Titel: | Principles of Medical Imaging for Engineers From Signals to Images / |
|---|---|
| Von: |
by Michael Chappell.
|
| Person: |
Chappell, Michael.
author. aut http://id.loc.gov/vocabulary/relators/aut |
| Hauptverfasser: | |
| Körperschaft: | |
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2025.
|
| Ausgabe: | 2nd ed. 2025. |
| Schlagwörter: | |
| Medienzugang: | https://doi.org/10.1007/978-3-031-84774-5 |
| Zusammenfassung: | 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 needed to obtain useful images. The text first considers the underlying physical principles by which information about tissues within the body can be extracted in the form of signals, examining the major principles used: transmission, reflection, emission, and resonance. It then explains how these signals can be converted into images, i.e., full 3D volumes, demonstrating how common methods of "reconstruction" are shared by some imaging techniques, despite relying on different physics to generate the "signals." Finally, it explores how medical imaging can be used to generate more than just pictures, but genuine quantitative measurements, and increasingly, measurements of physiological processes at every point within the 3D volume using methods such as tracers and advanced dynamic acquisitions. Now in its second, fully updated and expanded edition, the textbook contains new sections on image analysis concepts, covers a wide range of techniques used to enhance and interpret medical imaging, and includes concise introductions to optimization and machine learning in their application to medical imaging . The second edition also includes expanded discussions on quantitative, functional, physiological, and metabolic imaging. 'Principles of Medical Imaging for Engineers' second edition will be invaluable to students and graduate students in engineering and physical sciences with an interest in biomedical engineering, as well as to their professors. |
| Umfang: | 1 Online-Ressource (XX, 290 p. 92 illus., 58 illus. in color.) |
| ISBN: | 9783031847745 |
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| 505 | 0 | |a 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. | |
| 520 | |a 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 needed to obtain useful images. The text first considers the underlying physical principles by which information about tissues within the body can be extracted in the form of signals, examining the major principles used: transmission, reflection, emission, and resonance. It then explains how these signals can be converted into images, i.e., full 3D volumes, demonstrating how common methods of "reconstruction" are shared by some imaging techniques, despite relying on different physics to generate the "signals." Finally, it explores how medical imaging can be used to generate more than just pictures, but genuine quantitative measurements, and increasingly, measurements of physiological processes at every point within the 3D volume using methods such as tracers and advanced dynamic acquisitions. Now in its second, fully updated and expanded edition, the textbook contains new sections on image analysis concepts, covers a wide range of techniques used to enhance and interpret medical imaging, and includes concise introductions to optimization and machine learning in their application to medical imaging . The second edition also includes expanded discussions on quantitative, functional, physiological, and metabolic imaging. 'Principles of Medical Imaging for Engineers' second edition will be invaluable to students and graduate students in engineering and physical sciences with an interest in biomedical engineering, as well as to their professors. | ||
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| contents | 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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| spelling | Chappell, Michael. author. aut http://id.loc.gov/vocabulary/relators/aut Principles of Medical Imaging for Engineers [electronic resource] : From Signals to Images / by Michael Chappell. 2nd ed. 2025. Cham : Springer Nature Switzerland : Imprint: Springer, 2025. 1 Online-Ressource (XX, 290 p. 92 illus., 58 illus. in color.) text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda 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. 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 needed to obtain useful images. The text first considers the underlying physical principles by which information about tissues within the body can be extracted in the form of signals, examining the major principles used: transmission, reflection, emission, and resonance. It then explains how these signals can be converted into images, i.e., full 3D volumes, demonstrating how common methods of "reconstruction" are shared by some imaging techniques, despite relying on different physics to generate the "signals." Finally, it explores how medical imaging can be used to generate more than just pictures, but genuine quantitative measurements, and increasingly, measurements of physiological processes at every point within the 3D volume using methods such as tracers and advanced dynamic acquisitions. Now in its second, fully updated and expanded edition, the textbook contains new sections on image analysis concepts, covers a wide range of techniques used to enhance and interpret medical imaging, and includes concise introductions to optimization and machine learning in their application to medical imaging . The second edition also includes expanded discussions on quantitative, functional, physiological, and metabolic imaging. 'Principles of Medical Imaging for Engineers' second edition will be invaluable to students and graduate students in engineering and physical sciences with an interest in biomedical engineering, as well as to their professors. Biotechnology. Biomedical engineering. Signal processing. Radiology. Biomedical Engineering and Bioengineering. Signal, Speech and Image Processing. SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031847738 Printed edition: 9783031847752 Printed edition: 9783031847769 |
| spellingShingle | Chappell, Michael Principles of Medical Imaging for Engineers From Signals to Images / 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. Biotechnology. Biomedical engineering. Signal processing. Radiology. Biomedical Engineering and Bioengineering. Signal, Speech and Image Processing. |
| title | Principles of Medical Imaging for Engineers From Signals to Images / |
| title_auth | Principles of Medical Imaging for Engineers From Signals to Images / |
| title_exact_search | Principles of Medical Imaging for Engineers From Signals to Images / |
| title_full | Principles of Medical Imaging for Engineers [electronic resource] : From Signals to Images / by Michael Chappell. |
| title_fullStr | Principles of Medical Imaging for Engineers [electronic resource] : From Signals to Images / by Michael Chappell. |
| title_full_unstemmed | Principles of Medical Imaging for Engineers [electronic resource] : From Signals to Images / by Michael Chappell. |
| title_short | Principles of Medical Imaging for Engineers |
| title_sort | principles of medical imaging for engineers from signals to images |
| title_sub | From Signals to Images / |
| topic | Biotechnology. Biomedical engineering. Signal processing. Radiology. Biomedical Engineering and Bioengineering. Signal, Speech and Image Processing. |
| topic_facet | Biotechnology. Biomedical engineering. Signal processing. Radiology. Biomedical Engineering and Bioengineering. Signal, Speech and Image Processing. |
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