AI for cervical cancer screening on whole slide images: opportunities with open-source simple tools.

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Title: AI for cervical cancer screening on whole slide images: opportunities with open-source simple tools.
Authors: Nonnis L; Department of Medical Sciences and Public Health, University of Cagliari, Unit of Anatomical Pathology, Cittadella Universitaria, Monserrato, Italy., Putzu L; Department of Electrical and Electronic Engineering, University of Cagliari, Piazza d'Armi, Cagliari, Italy., Vincis M; Department of Medical Sciences and Public Health, University of Cagliari, Unit of Anatomical Pathology, Cittadella Universitaria, Monserrato, Italy., Guerriero S; Department of Maternal and Child Health, University of Cagliari, Integrated Center for Medically Assisted Reproduction (PMA) and Obstetric-Gynecological Diagnostics, Cittadella Universitaria, Monserrato, Italy., Palomba M; Department of Maternal and Child Health, University of Cagliari, Integrated Center for Medically Assisted Reproduction (PMA) and Obstetric-Gynecological Diagnostics, Cittadella Universitaria, Monserrato, Italy., Rocca A; Department of Maternal and Child Health, University of Cagliari, Integrated Center for Medically Assisted Reproduction (PMA) and Obstetric-Gynecological Diagnostics, Cittadella Universitaria, Monserrato, Italy., Gerosa DFC; Department of Medical Sciences and Public Health, University of Cagliari, Unit of Anatomical Pathology, Cittadella Universitaria, Monserrato, Italy., Trucas M; Department of Biomedical Sciences, University of Cagliari, Unit of Citomorphology, Cittadella Universitaria, Monserrato, Italy.
Source: Pathologica [Pathologica] 2026 Apr; Vol. 118 (2), pp. 85-95.
Publication Type: Journal Article
Journal Info: Publisher: Pacini Editore SpA Country of Publication: Italy NLM ID: 0401123 Publication Model: Print Cited Medium: Internet ISSN: 1591-951X (Electronic) Linking ISSN: 00312983 NLM ISO Abbreviation: Pathologica Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Nonnis+L%22">Nonnis L</searchLink>; Department of Medical Sciences and Public Health, University of Cagliari, Unit of Anatomical Pathology, Cittadella Universitaria, Monserrato, Italy.<br /><searchLink fieldCode="AU" term="%22Putzu+L%22">Putzu L</searchLink>; Department of Electrical and Electronic Engineering, University of Cagliari, Piazza d'Armi, Cagliari, Italy.<br /><searchLink fieldCode="AU" term="%22Vincis+M%22">Vincis M</searchLink>; Department of Medical Sciences and Public Health, University of Cagliari, Unit of Anatomical Pathology, Cittadella Universitaria, Monserrato, Italy.<br /><searchLink fieldCode="AU" term="%22Guerriero+S%22">Guerriero S</searchLink>; Department of Maternal and Child Health, University of Cagliari, Integrated Center for Medically Assisted Reproduction (PMA) and Obstetric-Gynecological Diagnostics, Cittadella Universitaria, Monserrato, Italy.<br /><searchLink fieldCode="AU" term="%22Palomba+M%22">Palomba M</searchLink>; Department of Maternal and Child Health, University of Cagliari, Integrated Center for Medically Assisted Reproduction (PMA) and Obstetric-Gynecological Diagnostics, Cittadella Universitaria, Monserrato, Italy.<br /><searchLink fieldCode="AU" term="%22Rocca+A%22">Rocca A</searchLink>; Department of Maternal and Child Health, University of Cagliari, Integrated Center for Medically Assisted Reproduction (PMA) and Obstetric-Gynecological Diagnostics, Cittadella Universitaria, Monserrato, Italy.<br /><searchLink fieldCode="AU" term="%22Gerosa+DFC%22">Gerosa DFC</searchLink>; Department of Medical Sciences and Public Health, University of Cagliari, Unit of Anatomical Pathology, Cittadella Universitaria, Monserrato, Italy.<br /><searchLink fieldCode="AU" term="%22Trucas+M%22">Trucas M</searchLink>; Department of Biomedical Sciences, University of Cagliari, Unit of Citomorphology, Cittadella Universitaria, Monserrato, Italy.
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              Text: 2026 Apr
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