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@MLNeurosurg

MLiNS Laboratory

Machine Learning in NeuroSurgery Laboratory, University of Michigan (PI: Todd Hollon, MD)

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  1. srh_cnn 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 45 11

  2. deepglioma deepglioma Public

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

    Python 31 8

  3. fastglioma fastglioma Public

    Visual foundation model enabling rapid, accurate detection of brain tumor infiltration during surgery

    Python 21

  4. hidisc hidisc Public

    Python 17 1

  5. opensrh 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 s…

    Python 9 1

  6. pituitary_ml pituitary_ml Public

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

    R 6 1

Repositories

Showing 10 of 16 repositories
  • MLNeurosurg/restorative_step-calibrated_diffusion’s past year of commit activity
    Python 2 MIT 1 0 0 Updated Dec 17, 2024
  • MLNeurosurg/mlneurosurg.github.io’s past year of commit activity
    HTML 0 0 0 0 Updated Dec 13, 2024
  • fastglioma Public

    Visual foundation model enabling rapid, accurate detection of brain tumor infiltration during surgery

    MLNeurosurg/fastglioma’s past year of commit activity
    Python 21 MIT 0 0 0 Updated Nov 14, 2024
  • msdsr Public
    MLNeurosurg/msdsr’s past year of commit activity
    Python 4 MIT 0 1 0 Updated Jun 18, 2024
  • hidisc_site Public
    MLNeurosurg/hidisc_site’s past year of commit activity
    HTML 0 0 0 0 Updated Feb 8, 2024
  • MLNeurosurg/stable-diffusion’s past year of commit activity
    Jupyter Notebook 0 10,391 0 0 Updated Sep 28, 2023
  • hidisc Public
    MLNeurosurg/hidisc’s past year of commit activity
    Python 17 MIT 1 2 0 Updated Mar 6, 2023
  • opensrh_site Public
    MLNeurosurg/opensrh_site’s past year of commit activity
    JavaScript 0 MIT 0 0 0 Updated Mar 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.

    MLNeurosurg/opensrh’s past year of commit activity
    Python 9 MIT 1 4 0 Updated Oct 13, 2022
  • deepglioma Public

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

    MLNeurosurg/deepglioma’s past year of commit activity
    Python 31 MIT 8 2 0 Updated Aug 24, 2022

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