Mammography can detect various breast abnormalities, including microcalcifications, masses, and architectural distortions. Microcalcifications are tiny calcium deposits that can indicate the presence of breast cancer or benign conditions. Masses can be cysts, benign tumors, or malignant tumors, and architectural distortions refer to abnormal arrangements of breast tissues that can suggest malignancies.