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Triple-kernel gated attention-based multiple instance learning with contrastive learning for medical image analysis

In machine learning, multiple instance learning is a method evolved from supervised learning algorithms, which defines a “bag” as a collection of multiple examples with a wide range of applications. In this paper, we propose a novel deep multiple instance learning model for medical image analysis, c...

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Detalles Bibliográficos
Autores principales: Hu, Huafeng, Ye, Ruijie, Thiyagalingam, Jeyan, Coenen, Frans, Su, Jionglong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10072016/
https://www.ncbi.nlm.nih.gov/pubmed/37363384
http://dx.doi.org/10.1007/s10489-023-04458-y