Facilitating Clinical Outcomes Assessment through the Automated Identification of Quality Measures for Prostate Cancer Surgery

Despite differences in document format and pathologists' reporting styles, strong system performance indicates the potential of using a combination of regular expressions and support vector machines to automatically extract CAP Category 1 quality measures from postoperative prostate cancer pathology reports.