Explainable artificial intelligence of DNA methylation-based brain tumor diagnostics

Abstract excerpt

We have recently developed a machine learning classifier that enables fast, accurate, and affordable classification of brain tumors based on genome-wide DNA methylation profiles that is widely employed in the clinic. Neuro-oncology research would benefit greatly from understanding the underlying artificial intelligence decision process, which currently remains unclear. Here, we describe an interpretable framework...

Topics

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

• Share to Radiomics and Machine Learning in Medical Imaging