A method for the detection and classification of microcalcification clusters in digital mammograms which comprises the following steps: obtaining one or more digital mammograms; pre-processing the one or more digital mammograms by eliminating the noise from each one or more digital mammograms; detecting the points that are potential microcalcifications represented by their centroids, in the one or more pre-processed digital mammograms; identifying each mass center of potential microcalcifications as a microcalcification or non-microcalcification; identifying microcalcification clusters, using an algorithm for locating microcalcification cluster; and classifying each cluster into the classes benign or malignant.