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Proceedings Paper

Perceptual challenges to computer-aided diagnosis
Author(s): Yulei Jiang
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Paper Abstract

We review the motivation and development of computer-aided diagnosis (CAD) in diagnostic medical imaging, particularly in breast cancer screening. After briefly describe in generic terms of typical CAD methods, we focus on the question of whether CAD helps improve diagnostic accuracy. We review both studies that support the notion that CAD helps improve diagnostic accuracy and studies that do not. We further identify difficulties in conducting this type of evaluation studies and suggest areas of perceptual challenges to applications of CAD.

Paper Details

Date Published: 20 February 2012
PDF: 5 pages
Proc. SPIE 8291, Human Vision and Electronic Imaging XVII, 82910U (20 February 2012); doi: 10.1117/12.916459
Show Author Affiliations
Yulei Jiang, The Univ. of Chicago (United States)


Published in SPIE Proceedings Vol. 8291:
Human Vision and Electronic Imaging XVII
Bernice E. Rogowitz; Thrasyvoulos N. Pappas; Huib de Ridder, Editor(s)

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