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Real-time deep learning-based colorectal polyp localization on clinical video footage achievable with a wide array of hardware configurations

Background and study aims  Several computer-assisted polyp detection systems have been proposed, but they have various limitations, from utilizing outdated neural network architectures to a requirement for multi-graphics processing unit (GPU) processing, to validating on small or non-robust datasets...

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Detalles Bibliográficos
Autores principales: Podlasek, Jeremi, Heesch, Mateusz, Podlasek, Robert, Kilisiński, Wojciech, Filip, Rafał
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Georg Thieme Verlag KG 2021
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8062241/
https://www.ncbi.nlm.nih.gov/pubmed/33937516
http://dx.doi.org/10.1055/a-1388-6735