This application provides a computer-aided detection and diagnosis
system for breast microcalcifications, comprising: an acquisition unit for acquiring at least two breast X-
ray images of the same
breast tissue from different projection angles as a target view group; a
region detection unit for detecting suspected
microcalcification candidate regions in each
single view to obtain a candidate region set corresponding to each
single view; based on the geometric projection relationship between different views in the target view group, performing cross-view
pairing and association on candidate regions from different views to establish candidate region pairs characterizing the image appearance of the same potential
microcalcification at different projection angles; an extraction module for extracting cross-view consistency features for each candidate region pair; a calculation unit for fusing the cross-view consistency features corresponding to each candidate region pair and its internal image features in each
single view to form an enhanced
feature vector of the potential
microcalcification; and obtaining the benign or malignant
classification result of the corresponding potential microcalcification.