Streamlined intraoperative brain tumor classification and molecular subtyping in stereotactic biopsies using stimulated Raman histology and deep learning.
David ReineckeDaniel RueßAnna-Katharina MeissnerGina FürtjesNiklas von SpreckelsenAdrian Ion-MargineauFlorian KhalidTobias BlauThomas StehleAbdulkader Al-ShughriReinhard ButtnerRoland GoldbrunnerMaximilian Ingolf RugeVolker NeuschmeltingPublished in: Clinical cancer research : an official journal of the American Association for Cancer Research (2024)
AI-based SRH image analysis is non-inferior to frozen section analysis in detecting and subclassifying brain tumors during small stereotactic-guided biopsies once a critical squeezed sample size is reached. Beyond frozen section analysis, it enables valid molecular glioma subtyping, allowing faster treatment decisions in the future. Refinement is needed for long-term application.