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J Am Med Inform Assoc 15:341-348 doi:10.1197/jamia.M2649
  • Original Investigation

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

Table 11

Identified Improvements to Increase System Performance

Area of Improvement Solution
Identifying potential margin sentences “ink” and (“margin” or “margins”)
Classifier training Addition of more examples of positive surgical margins
Tumor stage regular expression ”(?i)T[0-4]\\s*,*[abc]*(\\s*,*N[xO01]\\s*,*MX*[O01]*[abc]*)*”

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