To our knowledge, no previous studies have explored the agreement between pathologist manual read and computer-derived expression of stem cell markers CD44, CD24, and ALDH1A1, which may have potential implications for large-scale epidemiological studies focusing on stem cell hypothesis of breast carcinogenesis. This evidence concerns the gene CD44 and neoplasm.