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Uncertainty Ordinal Multi-Instance Learning for Breast Cancer Diagnosis

Ordinal multi-instance learning (OMIL) deals with the weak supervision scenario wherein instances in each training bag are not only multi-class but also have rank order relationships between classes, such as breast cancer, which has become one of the most frequent diseases in women. Most of the exis...

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Detalles Bibliográficos
Autores principales: Xu, Xinzheng, Guo, Qiaoyu, Li, Zhongnian, Li, Dechun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9690536/
https://www.ncbi.nlm.nih.gov/pubmed/36421624
http://dx.doi.org/10.3390/healthcare10112300