mlneurosurg Goto Github PK

deepglioma

AI-based molecular classification of diffuse gliomas using rapid, label-free optical imaging

deepstreams

fastglioma

hidisc

hidisc_site

lipid_quant_srh

Rapid lipid quantification in stimulated Raman histology images

mlneurosurg.github.io

msdsr

opensrh

OpenSRH is the first ever publicly available stimulated Raman histology (SRH) dataset and benchmark, which will facilitate the clinical translation of rapid optical imaging and real-time ML-based surgical decision support.

opensrh_site

pituitary_ml

A machine learning approach to predict early postoperative outcomes in pituitary adenoma surgery

restorative_step-calibrated_diffusion

srh_cnn

Code repository for our paper titled "Near real-time intraoperative brain tumor diagnosis using stimulated Raman histology and deep neural networks" published in Nature Medicine, January 2020

srh_ddrm

srh_glioma_recurrence

Code repository for paper titled "Rapid, label-free detection of diffuse glioma recurrence using intraoperative stimulated Raman histology and deep neural networks"

stable-diffusion