OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology
–Neural Information Processing Systems
Accurate intraoperative diagnosis is essential for providing safe and effective care during brain tumor surgery. Our standard-of-care diagnostic methods are time, resource, and labor intensive, which restricts access to optimal surgical treatments. To address these limitations, we propose an alternative workflow that combines stimulated Raman histology (SRH), a rapid optical imaging method, with deep learning-based automated interpretation of SRH images for intraoperative brain tumor diagnosis and real-time surgical decision support.
Neural Information Processing Systems
Dec-25-2025, 02:02:47 GMT