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Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy

BACKGROUND: Colonoscopy remains the gold-standard screening for colorectal cancer. However, significant miss rates for polyps have been reported, particularly when there are multiple small adenomas. This presents an opportunity to leverage computer-aided systems to support clinicians and reduce the...

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Detalles Bibliográficos
Autores principales: Yeung, Michael, Sala, Evis, Schönlieb, Carola-Bibiane, Rundo, Leonardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8505797/
https://www.ncbi.nlm.nih.gov/pubmed/34507156
http://dx.doi.org/10.1016/j.compbiomed.2021.104815

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