Stochastic Modeling for Medical Image Analysis - Tapa dura

El-Baz, Ayman; Gimel’farb, Georgy; Suri, Jasjit S.

 
9781466599079: Stochastic Modeling for Medical Image Analysis
Tapa dura
ISBN 10: 1466599073 ISBN 13: 9781466599079
Editorial: CRC Press, 2015

Sinopsis

Stochastic Modeling for Medical Image Analysis provides a brief introduction to medical imaging, stochastic modeling, and model-guided image analysis.

Today, image-guided computer-assisted diagnostics (CAD) faces two basic challenging problems. The first is the computationally feasible and accurate modeling of images from different modalities to obtain clinically useful information. The second is the accurate and fast inferring of meaningful and clinically valid CAD decisions and/or predictions on the basis of model-guided image analysis.

To help address this, this book details original stochastic appearance and shape models with computationally feasible and efficient learning techniques for improving the performance of object detection, segmentation, alignment, and analysis in a number of important CAD applications.

The book demonstrates accurate descriptions of visual appearances and shapes of the goal objects and their background to help solve a number of important and challenging CAD problems. The models focus on the first-order marginals of pixel/voxel-wise signals and second- or higher-order Markov-Gibbs random fields of these signals and/or labels of regions supporting the goal objects in the lattice.

This valuable resource presents the latest state of the art in stochastic modeling for medical image analysis while incorporating fully tested experimental results throughout.

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

Acerca del autor

Ayman El-Baz, PhD, associate professor, Department of Bioengineering, University of Louisville, Kentucky, USA

Georgy Gimel’farb, professor of computer science, University of Auckland, New Zealand

Jasjit S. Suri, PhD, MBA, CEO, Global Biomedical Technologies, Inc., Roseville, California, USA

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
CRC Press
Año de publicación
2015
Idioma
Inglés
ISBN 10 
1466599073
ISBN 13 
9781466599079
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
284
Contacto del fabricante
no disponible
Persona responsable
Logos Europe
contact@logoseurope.eu

9 Rue Nicolas Possin
La Rochelle
17000
Francia

Otras ediciones populares con el mismo título

9781032237541: Stochastic Modeling for Medical Image Analysis

Edición Destacada

ISBN 10:  1032237546 ISBN 13:  9781032237541
Editorial: CRC Press, 2021
Tapa blanda