Automated cervical cell segmentation using deep ensemble learning

BACKGROUND: Cervical cell segmentation is a fundamental step in automated cervical cancer cytology screening. The aim of this study was to develop and evaluate a deep ensemble model for cervical cell segmentation including both cytoplasm and nucleus segmentation. METHODS: The Cx22 dataset was used t...

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Detalles Bibliográficos
Autores principales: Ji, Jie, Zhang, Weifeng, Dong, Yuejiao, Lin, Ruilin, Geng, Yiqun, Hong, Liangli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10514950/
https://www.ncbi.nlm.nih.gov/pubmed/37735354
http://dx.doi.org/10.1186/s12880-023-01096-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10514950/
https://www.ncbi.nlm.nih.gov/pubmed/37735354
http://dx.doi.org/10.1186/s12880-023-01096-1

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