This abstract presents a novel classification approach for microcalcifications extracted from core biopsy tissue samples digitized using microCT. Because of lack of ground truth, it is investigated whether the application of a clustering method as a preprocessing step before classification would improve the obtained classification results.
Papavasileiou, E, Temmermans, F, Willekens, I, Van De Casteele, E, De Mey, J, Hostens, J & Jansen, B 2016, A novel classification method of 3D breast microcalcifications in micro-CT images. in Proceedings of the 14th Belgian National Day on Biomedical Engineering. pp. 57-57, 14th Belgian National Day on Biomedical Engineering, Brussels, Belgium, 4/03/16.
Papavasileiou, E., Temmermans, F., Willekens, I., Van De Casteele, E., De Mey, J., Hostens, J., & Jansen, B. (2016). A novel classification method of 3D breast microcalcifications in micro-CT images. In Proceedings of the 14th Belgian National Day on Biomedical Engineering (pp. 57-57)
@inbook{c4ceb1de21e04e1988a12e2e6fa8c173,
title = "A novel classification method of 3D breast microcalcifications in micro-CT images",
abstract = "This abstract presents a novel classification approach for microcalcifications extracted from core biopsy tissue samples digitized using microCT. Because of lack of ground truth, it is investigated whether the application of a clustering method as a preprocessing step before classification would improve the obtained classification results.",
author = "Evgenia Papavasileiou and Frederik Temmermans and Inneke Willekens and \{Van De Casteele\}, Elke and \{De Mey\}, Johan and Jeroen Hostens and Bart Jansen",
year = "2016",
language = "English",
pages = "57--57",
booktitle = "Proceedings of the 14th Belgian National Day on Biomedical Engineering",
note = "14th Belgian National Day on Biomedical Engineering ; Conference date: 04-03-2016 Through 04-03-2016",
}