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Automatic detection and segmentation of microcalcifications on digitized mammograms
Ist Teil von
1992 14th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 1992, Vol.5, p.1938-1939
Ort / Verlag
IEEE
Erscheinungsjahr
1992
Quelle
IEEE Xplore
Beschreibungen/Notizen
We have studied the use of computer-based methods to the detection and segmentation of microcalcifications in digital mammograms. The computer detection system is based on the rhmaxima algorithm applied twice to two filtered images, where we have automated the parameters r and h. The segmentation is based on an algorithm derived from the watershed transform by using different markers for the background and microcalcifications. The potential application of such a computer-aided system to mammographic interpretation is demonstrated by its ability to detect microcalcifications in clinical mammograms.