Deep learning based tissue analysis predicts outcome in colorectal cancer

Image-based machine learning and deep learning in particular has recently shown expert-level accuracy in medical image classification. In this study, we combine convolutional and recurrent architectures to train a deep network to predict colorectal cancer outcome based on images of tumour tissue sam...

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Detalles Bibliográficos
Autores principales: Bychkov, Dmitrii, Linder, Nina, Turkki, Riku, Nordling, Stig, Kovanen, Panu E., Verrill, Clare, Walliander, Margarita, Lundin, Mikael, Haglund, Caj, Lundin, Johan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5821847/
https://www.ncbi.nlm.nih.gov/pubmed/29467373
http://dx.doi.org/10.1038/s41598-018-21758-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5821847/
https://www.ncbi.nlm.nih.gov/pubmed/29467373
http://dx.doi.org/10.1038/s41598-018-21758-3

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