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J Am Med Inform Assoc 14:564-573 doi:10.1197/jamia.M2435
  • Focus on Medical Record De-Identification

Rapidly Retargetable Approaches to De-identification in Medical Records

Table 9

Phrase Precision, Recall, and f-measure for Carafe-ALL (b = −1.0) Output

AGE DATE DOCTOR HOSP ID LOC PATIENT PHONE Overall
Recall 66.67 98.71 98.13 95.41 99.74 62.18 96.33 91.38 97.50
Precision 100.00 98.81 99.43 99.08 99.74 90.24 99.16 100.00 99.22
F-measure 80.00 98.76 98.78 97.21 99.74 73.63 97.72 95.50 98.35

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