Article

Noninvasive KRAS mutation estimation in colorectal cancer using a deep learning method based on routine CT imaging

2020-02-07

Abstract excerpt

<h4>Background: </h4> The detection of KRAS gene mutations in colorectal cancer (CRC) is key to the optimal design of individualized therapeutic strategies. The noninvasive prediction of the KRAS status in CRC is challenging. Deep learning (DL) in medical imaging has shown its high performance in diagnosis, classification, and prediction in recent years. In this paper, we investigated predictive performance by usi...

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Literature Corpus work: a4774e86-f8de-5700-8f8f-37d6879f5eae
DOI: 10.21203/rs.2.22851/v1

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