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Fusing hand-crafted and deep-learning features in a convolutional neural network model to identify prostate cancer in pathology images

Prostate cancer can be diagnosed by prostate biopsy using transectal ultrasound guidance. The high number of pathology images from biopsy tissues is a burden on pathologists, and analysis is subjective and susceptible to inter-rater variability. The use of machine learning techniques could make pros...

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Detalles Bibliográficos
Autores principales: Huang, Xinrui, Li, Zhaotong, Zhang, Minghui, Gao, Song
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9552083/
https://www.ncbi.nlm.nih.gov/pubmed/36237311
http://dx.doi.org/10.3389/fonc.2022.994950