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AAWS-Net: Anatomy-aware weakly-supervised learning network for breast mass segmentation

Accurate segmentation of breast masses is an essential step in computer aided diagnosis of breast cancer. The scarcity of annotated training data greatly hinders the model’s generalization ability, especially for the deep learning based methods. However, high-quality image-level annotations are time...

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Detalles Bibliográficos
Autores principales: Sun, Yeheng, Ji, Yule
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8405027/
https://www.ncbi.nlm.nih.gov/pubmed/34460852
http://dx.doi.org/10.1371/journal.pone.0256830