Performance evaluation of image processing algorithms in digital mammography

2008 ◽  
Author(s):  
Federica Zanca ◽  
Chantal Van Ongeval ◽  
Jurgen Jacobs ◽  
Herman Pauwels ◽  
Guy Marchal ◽  
...  
2005 ◽  
Vol 4 (2) ◽  
pp. 159-172 ◽  
Author(s):  
Michael A. Wirth

One of the key limitations of existing image processing algorithms for computer-aided detection (CADe) is that they are often designed and evaluated in an ad hoc manner. This paper characterizes some of the issues and shortcomings in existing performance evaluation paradigms for image processing algorithms in breast cancer screening, particularly in the context of computer aided detection. We present the framework for establishing a performance evaluation process using standardized criteria. We conclude with some specific recommendations to improve the infrastructure for evaluation the performance of image processing algorithms.


2009 ◽  
Vol 36 (3) ◽  
pp. 765-775 ◽  
Author(s):  
Federica Zanca ◽  
Jurgen Jacobs ◽  
Chantal Van Ongeval ◽  
Filip Claus ◽  
Valerie Celis ◽  
...  

2011 ◽  
Vol 22 (1) ◽  
pp. 91-104 ◽  
Author(s):  
In Kyu Park ◽  
Nitin Singhal ◽  
Man Hee Lee ◽  
Sungdae Cho ◽  
Chris Kim

2008 ◽  
Vol 164 (1) ◽  
pp. 153-160 ◽  
Author(s):  
Daniel Castaño-Díez ◽  
Dominik Moser ◽  
Andreas Schoenegger ◽  
Sabine Pruggnaller ◽  
Achilleas S. Frangakis

Radiographics ◽  
2000 ◽  
Vol 20 (5) ◽  
pp. 1479-1491 ◽  
Author(s):  
Etta D. Pisano ◽  
Elodia B. Cole ◽  
Bradley M. Hemminger ◽  
Martin J. Yaffe ◽  
Stephen R. Aylward ◽  
...  

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