Fovea-UNet: detection and segmentation of lymph node metastases in colorectal cancer with deep learning

BACKGROUND: Colorectal cancer is one of the most serious malignant tumors, and lymph node metastasis (LNM) from colorectal cancer is a major factor for patient management and prognosis. Accurate image detection of LNM is an important task to help clinicians diagnose cancer. Recently, the U-Net archi...

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Detalles Bibliográficos
Autores principales: Liu, Yajiao, Wang, Jiang, Wu, Chenpeng, Liu, Liyun, Zhang, Zhiyong, Yu, Haitao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10362618/
https://www.ncbi.nlm.nih.gov/pubmed/37479991
http://dx.doi.org/10.1186/s12938-023-01137-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10362618/
https://www.ncbi.nlm.nih.gov/pubmed/37479991
http://dx.doi.org/10.1186/s12938-023-01137-4

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