Pix2Pix Generative Adversarial Network for Cellular Nuclei and Cytoplasm Segmentation on Pap Smear Images.

In medical imaging for Pap smear tests, accurately identifying regions of interest, such as the nucleus and cytoplasm, remains a critical challenge due to the complex morphology and overlapping structures in cervical cell images. This complexity increases the risk of misidentification, potentially l...

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Bibliographic Details

Published in:	Revista Mexicana de Ingeniería Biomédica Vol. 46; no. 2; pp. 1 - 18
Main Authors:	Castro Cortés, Francisco Javier, Eric Galván-Tejada, Carlos, Acosta Cruz, Erika, Celaya-Padilla, José M.
Format:	Article
Published:	Sociedad Mexicana de Ingenieria Biomedica, A.C. May-Aug2025
Subjects:	Cell nuclei Cytoplasm Image segmentation Generative adversarial networks Computer-assisted image analysis (Medicine) Pap test Object recognition (Computer vision)
Online Access:	View this record in EBSCOhost