Abstract
A mammographic screening workstation has been developed in which CAD results for mass detection are presented fundamentally different than in current practice. Instead of displaying all CAD findings as prompts the reader can probe image regions for the presence of CAD information. The aim of the system is to help radiologists with decision making rather than avoiding oversight errors. In a preliminary observer study we studied the effect of using the interactive CAD system. Four non-radiologists and two radiologists participated. Each observer read 60 cases two times, once with and once without CAD. The set included 20 cases with subtle cancers that were missed at screening. It was found that performance of the readers increased significantly with interactive use of CAD.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Otten, J.D., Karssemeijer, N., Hendriks, J.H., Groenewoud, J.H., Fracheboud, J., Verbeek, A.L., de Koning, H.J., Holland, R.: Effect of recall rate on earlier screen detection of breast cancers based on the Dutch performance indicators. J. Natl. Cancer. Inst. 97(10), 748–754 (2005)
Mello-Thoms, C., Hardesty, L., Sumkin, J., Ganott, M., Hakim, C., Britton, C., Stalder, J., Maitz, G.: Effects of lesion conspicuity on visual search in mammogram reading. Acad. Radiol. 12(7), 830–840 (2005)
Karssemeijer, N., Otten, J.D., Verbeek, A.L., Groenewoud, J.H., de Koning, H.J., Hendriks, J.H., Holland, R.: Computer-aided detection versus independent double reading of masses on mammograms. Radiology 227(1), 192–200 (2003)
Karssemeijer, N., Otten, J.D., Rijken, H., Holland, R.: Computer aided detection of masses in mammograms as decision support. Br. J. Radiol. 79(2), S123–126 (2006)
Roelofs, A.J., Woudenberg, S., Hendriks, J.H., Evertsz, C.J., Karssemeijer, N.: Effects of computer-aided diagnosis on radiologists’ detection of breast massses. In: Pisano, E. (ed.) Proceedings of the 7th international workshop on digital mammography, pp. 219–224. Univ. North Carolina, Chapel Hill (2005)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2008 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Karssemeijer, N., Hupse, A., Samulski, M., Kallenberg, M., Boetes, C., den Heeten, G. (2008). An Interactive Computer Aided Decision Support System for Detection of Masses in Mammograms. In: Krupinski, E.A. (eds) Digital Mammography. IWDM 2008. Lecture Notes in Computer Science, vol 5116. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-70538-3_38
Download citation
DOI: https://doi.org/10.1007/978-3-540-70538-3_38
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-70537-6
Online ISBN: 978-3-540-70538-3
eBook Packages: Computer ScienceComputer Science (R0)