Machine Learning for Tomographic Imaging (Programme: Iop Expanding Physics) - Hardcover

Buch 16 von 36: IPEM-IOP Series in Physics and Engineering in Medicine and Biology

Wang, Ge; Zhang, Yi; Ye, Xiaojing

 
9780750322140: Machine Learning for Tomographic Imaging (Programme: Iop Expanding Physics)

Inhaltsangabe

Written by leading researchers in the field, Machine Learning for Tomographic Imaging presents a unified overview of deep-learning-based tomographic imaging. Key concepts, including classic reconstruction ideas and human vision inspired insights, are introduced as a foundation for a thorough examination of artificial neural networks and deep tomographic reconstruction. An engaging and accessible style makes this book an ideal introduction for those in applied disciplines, as well as those in more theoretical fields who wish to learn about application contexts. Hands-on projects are also suggested, and links to open source software, working datasets, and network models are included.

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9780750322171: Machine Learning for Tomographic Imaging

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ISBN 10:  0750322179 ISBN 13:  9780750322171
Verlag: Institute of Physics Publishing, 2019
Softcover