High-Performance Medical Image Processing

Idioma: inglés

Editorial: Apple Academic Press Inc., CA, 2024

1774637332 / 9781774637333

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Librería: Rarewaves.com USA, London, London, Reino UnidoRarewaves.com USA

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The processing of medical images in a reasonable timeframe and with high definition is very challenging. This volume helps to meet that challenge by presenting a thorough overview of medical imaging modalities, its processing, high-performance computing, and the need to embed parallelism in medical image processing techniques to achieve efficient and fast results.With contributions from researchers from prestigious laboratories and educational institutions, High-Performance Medical Image Processing provides important information on medical image processing techniques, parallel computing techniques, and embedding parallelism in different image processing techniques. A comprehensive review of parallel algorithms in medical image processing problems is a key feature of this book. The volume presents the relevant theoretical frameworks and the latest empirical research findings in the area and provides detailed descriptions about the diverse high-performance techniques.Topics discussed include parallel computing, multicore architectures and their applications in image processing, machine learning applications, conventional and advanced magnetic resonance imaging methods, hyperspectral image processing, algorithms for segmenting 2D slices for 3D viewing, and more. Case studies, such as on the detection of cancer tumors, expound on the information presented.Key features:Provides descriptions of different medical imaging modalities and their applicationsDiscusses the basics and advanced aspects of parallel computing with different multicore architecturesExpounds on the need for embedding data and task parallelism in different medical image processing techniquesPresents helpful examples and case studies of the discussed methodsThis book will be valuable for professionals, researchers, and students working in the field of healthcare engineering, medical imaging technology, applications in machine and deep learning, and more. It is also appropriate for courses in computer engineering, biomedical engineering and electrical engineering based on artificial intelligence, parallel computing, high performance computing, and machine learning and its applications in medical imaging.…

N° de ref. del artículo LU-9781774637333

Título
High-Performance Medical Image Processing
Autor
Sanjay Saxena
Editorial
Apple Academic Press Inc., CA
Año de publicación
2024
Estado
New
Encuadernación
Paperback
Idioma
inglés
ISBN 10
1774637332
ISBN 13
9781774637333
Peso del artículo
530 gramos

Rarewaves.com USA

London, London, Reino Unido

Vendedor de 5 estrellas

Vendedor de IberLibro desde 11 de junio de 2025

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