An interactive computer aided decision support system for detection of masses in mammograms

Nico Karssemeijer; Andrea Hupse; Maurice Samulski; Michiel Gijsbertus J Kallenberg; Carla Boetes; Gerard Heeten

doi:10.1007/978-3-540-70538-3_38

An interactive computer aided decision support system for detection of masses in mammograms

Nico Karssemeijer, Andrea Hupse, Maurice Samulski, Michiel Gijsbertus J Kallenberg, Carla Boetes, Gerard Heeten

Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › peer review

3 Citationer (Scopus)

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.

Originalsprog	Engelsk
Titel	Digital mammography : 9th International Workshop, IWDM 2008 Tucson, AZ, USA, July 20-23, 2008 Proceedings
Antal sider	6
Forlag	Springer
Publikationsdato	2008
Sider	273-278
ISBN (Trykt)	978-3-540-70537-6
ISBN (Elektronisk)	978-3-540-70538-3
DOI	https://doi.org/10.1007/978-3-540-70538-3_38
Status	Udgivet - 2008
Udgivet eksternt	Ja

Navn	Lecture notes in computer science
Vol/bind	5116
ISSN	0302-9743

Adgang til dokumentet

10.1007/978-3-540-70538-3_38

Citationsformater

Karssemeijer, N., Hupse, A., Samulski, M., Kallenberg, M. G. J., Boetes, C., & Heeten, G. (2008). An interactive computer aided decision support system for detection of masses in mammograms. I Digital mammography: 9th International Workshop, IWDM 2008 Tucson, AZ, USA, July 20-23, 2008 Proceedings (s. 273-278). Springer. Lecture notes in computer science Bind 5116 https://doi.org/10.1007/978-3-540-70538-3_38

An interactive computer aided decision support system for detection of masses in mammograms. / Karssemeijer, Nico; Hupse, Andrea; Samulski, Maurice; Kallenberg, Michiel Gijsbertus J; Boetes, Carla; Heeten, Gerard.

Digital mammography: 9th International Workshop, IWDM 2008 Tucson, AZ, USA, July 20-23, 2008 Proceedings. Springer, 2008. s. 273-278 (Lecture notes in computer science, Bind 5116).

Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › peer review

Karssemeijer, N, Hupse, A, Samulski, M, Kallenberg, MGJ, Boetes, C & Heeten, G 2008, An interactive computer aided decision support system for detection of masses in mammograms. i Digital mammography: 9th International Workshop, IWDM 2008 Tucson, AZ, USA, July 20-23, 2008 Proceedings. Springer, Lecture notes in computer science, bind 5116, s. 273-278. https://doi.org/10.1007/978-3-540-70538-3_38

Karssemeijer N, Hupse A, Samulski M, Kallenberg MGJ, Boetes C, Heeten G. An interactive computer aided decision support system for detection of masses in mammograms. I Digital mammography: 9th International Workshop, IWDM 2008 Tucson, AZ, USA, July 20-23, 2008 Proceedings. Springer. 2008. s. 273-278. (Lecture notes in computer science, Bind 5116). https://doi.org/10.1007/978-3-540-70538-3_38

Karssemeijer, Nico ; Hupse, Andrea ; Samulski, Maurice ; Kallenberg, Michiel Gijsbertus J ; Boetes, Carla ; Heeten, Gerard. / An interactive computer aided decision support system for detection of masses in mammograms. Digital mammography: 9th International Workshop, IWDM 2008 Tucson, AZ, USA, July 20-23, 2008 Proceedings. Springer, 2008. s. 273-278 (Lecture notes in computer science, Bind 5116).

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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.",

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