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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 44 11

  2. deepglioma deepglioma Public

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

    Python 26 8

  3. hidisc hidisc Public

    Python 16 1

  4. 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 7 1

  5. pituitary_ml pituitary_ml Public

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

    R 6 1

  6. srh_glioma_recurrence 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 4 1

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  • pituitary_ml Public

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

    MLNeurosurg/pituitary_ml’s past year of commit activity
    R 6 1 0 0 Updated Dec 15, 2019

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