Deep-Learning Approaches for Cervical Cytology Nuclei Segmentation in Whole Slide Images

Whole-slide imaging (WSI) in cytopathology poses challenges related to segmentation accuracy, computational efficiency, and image acquisition artifacts. This study aims to evaluate the performance of deep-learning models for instance segmentation in cervical cytology, benchmarking them against state...

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Bibliographic Details
Main Authors: Andrés Mosquera-Zamudio, Sandra Cancino, Guillermo Cárdenas-Montoya, Juan D. Garcia-Arteaga, Carlos Zambrano-Betancourt, Rafael Parra-Medina
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Journal of Imaging
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Online Access:https://www.mdpi.com/2313-433X/11/5/137
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