Weakly supervised annotation-free cancer detection and prediction of genotype in routine histopathology.
Schrammen PL, Ghaffari Laleh N, Echle A, Truhn D, Schulz V, Brinker TJ, Brenner H, Chang-Claude J, Alwers E, Brobeil A, Kloor M, Heij LR, Jäger D, Trautwein C, Grabsch HI, Quirke P, West NP, Hoffmeister M, Kather JN.
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J Pathol. 2022 Jan;256(1):50-60. doi: 10.1002/path.5800. Epub 2021 Oct 22.
J Pathol. 2022.
PMID: 34561876
Free article.
Deep learning is a powerful tool in computational pathology: it can be used for tumor detection and for predicting genetic alterations based on histopathology images alone. ...To address these issues, we present a new method for simultaneous tumor detection a …
Deep learning is a powerful tool in computational pathology: it can be used for tumor detection and for predicting gene …