title: Screening mammography with computer-aided detection: prospective study of 12,860 patients in a community breast center.
abstract: OBJECTIVE
  To prospectively assess the effect of computer-aided detection (CAD) on the interpretation of screening mammograms in a community breast center.
  
  
  METHODS
  Over a 12-month period, 12,860 screening mammograms were interpreted with the assistance of a CAD system. Each mammogram was initially interpreted without the assistance of CAD, followed immediately by a reevaluation of areas marked by the CAD system. Data were recorded to measure the effect of CAD on the recall rate, positive predictive value for biopsy, cancer detection rate, and stage of malignancies at detection.
  
  
  RESULTS
  When comparing the radiologist's performance without CAD with that when CAD was used, the authors observed the following: (a) an increase in recall rate from 6.5% to 7.7%, (b) no change in the positive predictive value for biopsy at 38%, (c) a 19.5% increase in the number of cancers detected, and (d) an increase in the proportion of early-stage (0 and I) malignancies detected from 73% to 78%.
  
  
  CONCLUSIONS
  The use of CAD in the interpretation of screening mammograms can increase the detection of early-stage malignancies without undue effect on the recall rate or positive predictive value for biopsy.
authors.affiliation: Women's Diagnostic and Breast Health Center, 3800 W 15th St, Suite 111, Plano, TX 75075, USA. tfreer@mindspring.com
authors.forename: T W
authors.initials: TW
authors.lastname: Freer
authors.forename: M J
authors.initials: MJ
authors.lastname: Ulissey
mesh_terms: D000328:Adult; D000368:Aged; D000369:Aged, 80 and over; D001706:Biopsy; D001943:Breast Neoplasms / Q000000981:diagnostic imaging*; D003151:Community Health Centers; D003936:Diagnosis, Computer-Assisted; D005260:Female; D006801:Humans; D008327:Mammography / Q000379:methods*; D008403:Mass Screening; D008875:Middle Aged; D011237:Predictive Value of Tests; D011446:Prospective Studies