9780750322171: Machine Learning for Tomographic Imaging
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ISBN 10: 0750322179 ISBN 13: 9780750322171
Editorial: Institute of Physics Publishing, 2019

Sinopsis

The area of machine learning, especially deep learning, has exploded in recent years, producing advances in everything from speech recognition and gaming to drug discovery. Tomographic imaging is another major area that is being transformed by machine learning, and its potential to revolutionise medical imaging is significant.

Written by active 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. X-ray CT and MRI reconstruction methods are covered in detail, and other medical imaging applications are discussed.

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
Institute of Physics Publishing
Año de publicación
2019
Idioma
Inglés
ISBN 10 
0750322179
ISBN 13 
9780750322171
Encuadernación
Tapa blanda
Número de páginas
412
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9780750322140: Machine Learning for Tomographic Imaging (IPEM-IOP Series in Physics and Engineering in Medicine and Biology)

Edición Destacada

ISBN 10:  0750322144 ISBN 13:  9780750322140
Editorial: Institute of Physics Publishing, 2019
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