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Yet Another Automated Gleason Grading System (YAAGGS) by weakly supervised deep learning
The Gleason score contributes significantly in predicting prostate cancer outcomes and selecting the appropriate treatment option, which is affected by well-known inter-observer variations. We present a novel deep learning-based automated Gleason grading system that does not require extensive region...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8203612/ https://www.ncbi.nlm.nih.gov/pubmed/34127777 http://dx.doi.org/10.1038/s41746-021-00469-6 |