An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies

Automated Gleason grading is an important preliminary step for quantitative histopathological feature extraction. Different from the traditional task of classifying small pre-selected homogeneous regions, semantic segmentation provides pixel-wise Gleason predictions across an entire slide. Deep lear...

Descripción completa

Guardado en:
Detalles Bibliográficos
Publicado en:Comput Med Imaging Graph
Autores principales: Li, Jiayun, Speier, William, Ho, King Chung, Sarma, Karthik V., Gertych, Arkadiusz, Knudsen, Beatrice S., Arnold, Corey W.
Formato: Artigo
Lenguaje:Inglês
Publicado: 2018
Materias:
Article
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC6173982/
https://ncbi.nlm.nih.gov/pubmed/30243216
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.compmedimag.2018.08.003
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares