title: Computer-assisted primary screening of cervical smears using the PAPNET method: comparison with conventional screening and evaluation of the role of the cytologist.
abstract: The PAPNET method is an interactive computer-assisted screening procedure. The diagnostician selects the abnormal video tiles out of the 128 and decides which smears need additional light microscopy. The original diagnoses of 1494 archival smears were compared with the PAPNET analysis of the same smears. The general trend observed was that the PAPNET-assisted diagnoses were of a higher grade than those assigned by the primary screener, thus less cases were signed out as negative. In addition, the PAPNET method was used for primary screening of 2971 randomly selected smears, whilst in the same period 5797 smears were conventionally screened. Using the PAPNET method, significantly fewer smears were signed out as negative. Seventy-three percent of the cases were diagnosed on the basis of the information provided by the 128 video tiles, 11% had to be screened completely by the light microscope, and the remaining cases needed additional light microscopy of a part of the smear. As a result, PAPNET-assisted screening was approximately two times faster. The great advantage of the method is that it is much less tiring for the eyes than conventional screening, making fatigue-related errors less likely, and if a smear contains only a few abnormal cells, these are easier to find.
authors.affiliation: Leiden Cytology and Pathology Laboratory, The Netherlands.
authors.forename: E
authors.initials: E
authors.lastname: Ouwerkerk-Noordam
authors.forename: M E
authors.initials: ME
authors.lastname: Boon
authors.forename: S
authors.initials: S
authors.lastname: Beck
mesh_terms: D005260:Female; D006801:Humans; D007091:Image Processing, Computer-Assisted; D008403:Mass Screening / Q000379:methods*; D010819:Physician's Role; D014626:Vaginal Smears / Q000592:standards*