Ensemble Deep Learning for Cervix Image Selection toward Improving Reliability in Automated Cervical Precancer Screening

Automated Visual Examination (AVE) is a deep learning algorithm that aims to improve the effectiveness of cervical precancer screening, particularly in low- and medium-resource regions. It was trained on data from a large longitudinal study conducted by the National Cancer Institute (NCI) and has be...

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Detalles Bibliográficos
Autores principales: Guo, Peng, Xue, Zhiyun, Mtema, Zac, Yeates, Karen, Ginsburg, Ophira, Demarco, Maria, Long, L. Rodney, Schiffman, Mark, Antani, Sameer
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7400120/
https://www.ncbi.nlm.nih.gov/pubmed/32635269
http://dx.doi.org/10.3390/diagnostics10070451

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7400120/
https://www.ncbi.nlm.nih.gov/pubmed/32635269
http://dx.doi.org/10.3390/diagnostics10070451

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