Attention2majority: Weak multiple instance learning for regenerative kidney grading on whole slide images

Deep learning consistently demonstrates high performance in classifying and segmenting medical images like CT, PET, and MRI. However, compared to these kinds of images, whole slide images (WSIs) of stained tissue sections are huge and thus much less efficient to process, especially for deep learning...

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Detalles Bibliográficos
Autores principales: Su, Ziyu, Tavolara, Thomas E., Carreno-Galeano, Gabriel, Lee, Sang Jin, Gurcan, Metin N., Niazi, M.K.K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10382794/
https://www.ncbi.nlm.nih.gov/pubmed/35512532
http://dx.doi.org/10.1016/j.media.2022.102462

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10382794/
https://www.ncbi.nlm.nih.gov/pubmed/35512532
http://dx.doi.org/10.1016/j.media.2022.102462

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