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Deep learning in image-based breast and cervical cancer detection: a systematic review and meta-analysis

Accurate early detection of breast and cervical cancer is vital for treatment success. Here, we conduct a meta-analysis to assess the diagnostic performance of deep learning (DL) algorithms for early breast and cervical cancer identification. Four subgroups are also investigated: cancer type (breast...

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Detalles Bibliográficos
Autores principales: Xue, Peng, Wang, Jiaxu, Qin, Dongxu, Yan, Huijiao, Qu, Yimin, Seery, Samuel, Jiang, Yu, Qiao, Youlin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8847584/
https://www.ncbi.nlm.nih.gov/pubmed/35169217
http://dx.doi.org/10.1038/s41746-022-00559-z