Lung Imaging and Cadx
ISBN: 1138050911
EAN13: 9781138050914
Language: English
Publication Date: May 6, 2019
Pages: 404
Dimensions: 0.984252" H x 10.19685" L x 7.401575" W
Weight: 2.224464 lbs.
Format: Hardcover
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Lung Imaging and Cadx

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Book Overview

Developing an effective computer-aided diagnosis (CAD) system for lung cancer is of great clinical importance and can significantly increase the patient's chance for survival. For this reason, CAD systems for lung cancer have been investigated in a large number of research studies. A typical CAD system for lung cancer diagnosis is composed of four main processing steps: segmentation of the lung fields, detection of nodules inside the lung fields, segmentation of the detected nodules, and diagnosis of the nodules as benign or malignant. This book overviews the current state-of-the-art techniques that have been developed to implement each of these CAD processing steps.

  • Overviews the latest state-of-the-art diagnostic CAD systems for lung cancer imaging and diagnosis
  • Offers detailed coverage of 3D and 4D image segmentation
  • Illustrates unique fully automated detection systems coupled with 4D Computed Tomography (CT)
  • Written by authors who are world-class researchers in the biomedical imaging sciences
  • Includes extensive references at the end of each chapter to enhance further study

Ayman El-Baz is a professor, university scholar, and chair of the Bioengineering Department at the University of Louisville, Louisville, Kentucky. He earned his bachelor's and master's degrees Read More chevron_right

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