7 research outputs found
Recommended from our members
Integration of Earth observation, aerosol and people evacuation modelling for preparedness and emergency response
N/
Detection of cluster of microcalcifications based on watershed segmentation algorithm
The presence of clusters of microcalcifications in mam-
mograms is particularly significant for early detection of
breast cancer. In this paper a Computer Aided Detection
system designed for this task is described. The detection
of microcalcifications is performed by means of a segmen-
tation based on a watershed transform and a further anal-
ysis based both on heuristic rules and AdaBoost classifi-
cation. Finally a clustering algorithm is applied to detect
those clusters of medical interest. The approach has been
successfully tested on a Full Field Digital Mammographic
database that has been developed through a strong cooper-
ation between radiologists and computer scientists