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Multispectral Co-occurrence Analysis for Medical Image Processing

Name: Multispectral Co-occurrence Analysis for Medical Image Processing
Brand: VDM Verlag
SKU: 06821968
Price: 21293 HUF
Availability: InStock
Author: Mehmet Kale
ISBN: 9783639132489

Mehmet Kale

Language

English

Book Paperback

Libristo code: 06821968

Publishers VDM Verlag, August 2009

Presented is a new computer-aided multispectral image processing method which is used in 3 spatial d... Full description

Libristo code: 06821968

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Presented is a new computer-aided multispectral image processing method which is used in 3 spatial dimensions and 1 spectral dimension where the dynamic, contrast enhanced magnetic resonance parameter maps derived from voxelwise model-fitting represent the spectral dimension. The method is based on co-occurrence analysis using a 3-dimensional window of observation which introduces an automated identification of suspicious lesions. The co-occurrence analysis defines 21 different statistical features, a subset of which were input to a neural network classifier where the assessments of the voxelwise majority of a group of radiologist readings were used as the gold standard. The voxelwise true positive fraction (TPF) and false positive fraction (FPF) results of the computer classifier were statistically indistinguishable from the TPF and FPF results of the readers using a one sample paired t-test. In order to observe the generality of the method, two different groups of studies were used with widely different image acquisition specifications.

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About the book

Full name Multispectral Co-occurrence Analysis for Medical Image Processing

Author Mehmet Kale

Language

English

Binding Book - Paperback

Date of issue 2009

Number of pages 140

EAN 9783639132489

ISBN 3639132483

Libristo code 06821968

Publishers VDM Verlag

Weight 213

Dimensions 152 x 229 x 8

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