Preliminary evaluation of deep learning for first-line diagnostic prediction of tumor mutational status.

Abstract excerpt

The detection of tumour gene mutations by DNA or RNA sequencing is crucial for the prescription of effective targeted therapies. Recent developments showed promising results for tumoral mutational status prediction using new deep learning based methods on histopathological images. However, it is still unknown whether these methods can be useful aside from sequencing methods for efficient population diagnosis. In...

Topics

Share this publication in a Topic to start or enrich a Post.

• Share to Deep Learning
• Share to Mutation
• Share to Neural Networks, Computer