Perceptual challenges to computer-aided diagnosis

Yulei Jiang

doi:10.1117/12.916459

20 February 2012 Perceptual challenges to computer-aided diagnosis

Yulei Jiang

Proceedings Volume 8291, Human Vision and Electronic Imaging XVII; 82910U (2012) https://doi.org/10.1117/12.916459
Event: IS&T/SPIE Electronic Imaging, 2012, Burlingame, California, United States

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.

Citation Download Citation

Yulei Jiang "Perceptual challenges to computer-aided diagnosis", Proc. SPIE 8291, Human Vision and Electronic Imaging XVII, 82910U (20 February 2012); https://doi.org/10.1117/12.916459

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