Fast and label-free automated detection of microsatellite status in early colon cancer using artificial intelligence integrated infrared imaging.
European journal of cancer (Oxford, England : 1990)(2023)
摘要
Our novel label-free digital pathology approach accurately and rapidly classifies MSI vs. MSS. The tissue sections analysed were not processed leaving the sample unmodified for subsequent analyses. Our approach demonstrates an AI-based decision support tool potentially driving improved patient stratification and precision oncology in the future.
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关键词
Artificial intelligence,Colon cancer,Convolutional neural networks,Deep learning,Infrared imaging,Label-free,Microsatellite instability
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