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Microvessel prediction in H&E Stained Pathology Images using fully convolutional neural networks

BACKGROUND: Pathological angiogenesis has been identified in many malignancies as a potential prognostic factor and target for therapy. In most cases, angiogenic analysis is based on the measurement of microvessel density (MVD) detected by immunostaining of CD31 or CD34. However, most retrievable pu...

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Detalles Bibliográficos
Autores principales: Yi, Faliu, Yang, Lin, Wang, Shidan, Guo, Lei, Huang, Chenglong, Xie, Yang, Xiao, Guanghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5828328/
https://www.ncbi.nlm.nih.gov/pubmed/29482496
http://dx.doi.org/10.1186/s12859-018-2055-z