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However, the exam presents both false\u2010negatives and false\u2010positives results. Therefore, automatic methods (AMs) of reading the Pap test have been used to improve the quality control of the exam. We performed a literature review to evaluate the feasibility of implementing AMs in laboratories.<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>This work reviewed scientific publications regarding automated cytology from the last 15\u2009years. The terms used were \u201cPapanicolaou test\u201d and \u201cAutomated cytology screening\u201d in Portuguese, English, and Spanish, in the three scientific databases (SCIELO, PUBMED, MEDLINE).<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>Of the resulting 787 articles, 34 were selected for a complete review, including three AMs: ThinPrep Imaging System, FocalPoint GS Imaging System and CytoProcessor. In total, 1\u2009317\u2009148 cytopathological slides were evaluated automatically, with 1\u2009308\u2009028 (99.3%) liquid\u2010based cytology slides and 9120 (0.7%) conventional cytology smears. The AM diagnostic performances were statistically equal to or better than those of the manual method. AM use increased the detection of cellular abnormalities and reduced false\u2010negatives. The average sample rejection rate was \u22643.5%.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusion<\/jats:title><jats:p>AMs are relevant in quality control during the analytical phase of cervical cancer screening. This technology eliminates slide\u2010handling steps and reduces the sample space, allowing professionals to focus on diagnostic interpretation while maintaining high\u2010level care, which can reduce false\u2010negatives. Further studies with conventional cytology are needed. 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