Differential diagnosis of benign and malignant male breast lesions in mammography

•Mammographic characteristics could contribute to distinguishing malignant and benign male breast lesions.•Imaging model showed favourable diagnostic ability and potential in enhancing the diagnostic accuracy of male breast lesions.•Our study could contribute to guiding clinical treatment and reducing unnecessary biopsy.