Deep learning based tissue analysis predicts outcome in colorectal cancer

<p>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...

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Détails bibliographiques
Auteurs principaux: Bychkov, D, Linder, N, Turkki, R, Nordling, S, Kovanen, P, Verrill, CL, Walliander, M, Lundin, M, Haglund, C, Lundin, J
Format: Journal article
Publié: Nature Publishing Group 2018