eBook - PDF

Medical Image Reconstruction

Name: Medical Image Reconstruction
ISBN: 9783111055404

From Analytical and Iterative Methods to Machine Learning

Gengsheng Lawrence Zeng,

287 pages
English
PDF
Available on iOS & Android

eBook - PDF

Medical Image Reconstruction

From Analytical and Iterative Methods to Machine Learning

Gengsheng Lawrence Zeng,

About this book

This textbook introduces the essential concepts of tomography in the field of medical imaging. The medical imaging modalities include x-ray CT (computed tomography), PET (positron emission tomography), SPECT (single photon emission tomography) and MRI. In these modalities, the measurements are not in the image domain and the conversion from the measurements to the images is referred to as the image reconstruction.

The work covers various image reconstruction methods, ranging from the classic analytical inversion methods to the optimization-based iterative image reconstruction methods. As machine learning methods have lately exhibited astonishing potentials in various areas including medical imaging the author devotes one chapter to applications of machine learning in image reconstruction.

Based on college level in mathematics, physics, and engineering the textbook supports students in understanding the concepts. It is an essential reference for graduate students and engineers with electrical engineering and biomedical background due to its didactical structure and the balanced combination of methodologies and applications,

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Yes, you can access Medical Image Reconstruction by Gengsheng Lawrence Zeng in PDF and/or ePUB format, as well as other popular books in Physical Sciences & Data Processing. We have over one million books available in our catalogue for you to explore.