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    16 repositories

    • mlneurosurg.github.io

      Public
      HTML
      •0•0•0•0•Updated Jan 9, 2025Jan 9, 2025

    • fastglioma

      Public
      Visual foundation model enabling rapid, accurate detection of brain tumor infiltration during surgery
      Python
      •
      MIT License
      •0•25•0•0•Updated Jan 8, 2025Jan 8, 2025

    • restorative_step-calibrated_diffusion

      Public
      Python
      •
      MIT License
      •1•2•0•0•Updated Dec 17, 2024Dec 17, 2024

    • msdsr

      Public
      Python
      •
      MIT License
      •0•4•1•0•Updated Jun 18, 2024Jun 18, 2024

    • hidisc_site

      Public
      HTML
      •0•0•0•0•Updated Feb 8, 2024Feb 8, 2024

    • stable-diffusion

      Public
      Jupyter Notebook
      •
      Other
      •10k•0•0•0•Updated Sep 28, 2023Sep 28, 2023

    • hidisc

      Public
      Python
      •
      MIT License
      •1•17•2•0•Updated Mar 6, 2023Mar 6, 2023

    • opensrh_site

      Public
      JavaScript
      •
      MIT License
      •0•0•0•0•Updated Mar 2, 2023Mar 2, 2023

    • opensrh

      Public
      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.
      computer-visionrepresentation-learningconvolutional-neural-networkcontrastive-learningvision-transformerstimulated-raman-histology
      Python
      •
      MIT License
      •1•10•4•0•Updated Oct 13, 2022Oct 13, 2022

    • deepglioma

      Public
      AI-based molecular classification of diffuse gliomas using rapid, label-free optical imaging
      Python
      •
      MIT License
      •8•31•2•0•Updated Aug 24, 2022Aug 24, 2022

    • srh_ddrm

      Public
      Python
      •
      MIT License
      •54•0•0•0•Updated Aug 3, 2022Aug 3, 2022

    • DeepStreams

      Public
      Python
      •1•1•0•0•Updated Nov 15, 2021Nov 15, 2021

    • srh_glioma_recurrence

      Public
      Code repository for paper titled "Rapid, label-free detection of diffuse glioma recurrence using intraoperative stimulated Raman histology and deep neural networks"
      Python
      •1•4•0•0•Updated Aug 7, 2020Aug 7, 2020

    • srh_cnn

      Public
      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
      Python
      •11•45•2•0•Updated Mar 18, 2020Mar 18, 2020

    • pituitary_ml

      Public
      A machine learning approach to predict early postoperative outcomes in pituitary adenoma surgery
      R
      •1•6•0•0•Updated Dec 15, 2019Dec 15, 2019

    • lipid_quant_srh

      Public
      Rapid lipid quantification in stimulated Raman histology images
      Python
      •0•0•0•0•Updated Oct 8, 2019Oct 8, 2019