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Identification of nodal micrometastasis in colorectal cancer using deep learning on annotation-free whole-slide images

Detection of nodal micrometastasis (tumor size: 0.2–2.0 mm) is challenging for pathologists due to the small size of metastatic foci. Since lymph nodes with micrometastasis are counted as positive nodes, detecting micrometastasis is crucial for accurate pathologic staging of colorectal cancer. Previ...

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Detalles Bibliográficos
Autores principales: Chuang, Wen-Yu, Chen, Chi-Chung, Yu, Wei-Hsiang, Yeh, Chi-Ju, Chang, Shang-Hung, Ueng, Shir-Hwa, Wang, Tong-Hong, Hsueh, Chuen, Kuo, Chang-Fu, Yeh, Chao-Yuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8443445/
https://www.ncbi.nlm.nih.gov/pubmed/34103664
http://dx.doi.org/10.1038/s41379-021-00838-2