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ivadomed

Framework for medical image analysis with deep learning. Here is how to organize our models: https://intranet.neuro.polymtl.ca/data/deeplearning-models.html

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  1. ivadomed ivadomed Public

    Repository on the collaborative IVADO medical imaging project between the Mila and NeuroPoly labs.

    Python 166 147

Repositories

Showing 10 of 54 repositories
  • model_seg_sci Public

    Deep-learning based segmentation of the spinal cord and intramedually lesions in traumatic and non-traumatic SCI

    ivadomed/model_seg_sci’s past year of commit activity
    Python 17 MIT 2 7 1 Updated Jan 23, 2026
  • seg-sc-ms-lesion-multicontrast Public

    Robust Spinal Cord MS Lesion Segmentation Across Diverse MRI Protocols and Centers

    ivadomed/seg-sc-ms-lesion-multicontrast’s past year of commit activity
    Python 6 MIT 0 42 4 Updated Jan 21, 2026
  • SpineReports Public

    Automated extraction of spinal morphometrics and generation of structured radiological reports from MRI data.

    ivadomed/SpineReports’s past year of commit activity
    Python 2 0 0 0 Updated Jan 15, 2026
  • lumbar-classification-rsna-challenge-2024 Public

    RSNA 2024 Lumbar Spine Degenerative Classification Challenge

    ivadomed/lumbar-classification-rsna-challenge-2024’s past year of commit activity
    Python 2 MIT 0 12 2 Updated Jan 12, 2026
  • model_seg_sc-gm-lesion_human_ms_exvivo_t2star Public

    Model to segment WM, GM and MS lesions on 0.075mm isotropic GRE magnitude + phase ex vivo human samples from NIH.

    ivadomed/model_seg_sc-gm-lesion_human_ms_exvivo_t2star’s past year of commit activity
    Python 1 MIT 2 15 0 Updated Dec 12, 2025
  • moco-dl Public
    ivadomed/moco-dl’s past year of commit activity
    Python 0 0 1 0 Updated Dec 4, 2025
  • model-canal-seg Public
    ivadomed/model-canal-seg’s past year of commit activity
    Python 2 MIT 0 14 0 Updated Dec 1, 2025
  • model-spinal-rootlets Public

    Deep-learning based segmentation of the spinal nerve rootlets

    ivadomed/model-spinal-rootlets’s past year of commit activity
    Python 8 2 23 3 Updated Nov 5, 2025
  • utilities Public

    Repository containing utility scripts for handling various aspects in a DL model training pipeline

    ivadomed/utilities’s past year of commit activity
    Python 9 MIT 0 12 4 Updated Nov 3, 2025
  • ms-multi-spine-challenge-2024 Public

    Deep learning models for the MS-Multi-Spine challenge 2024

    ivadomed/ms-multi-spine-challenge-2024’s past year of commit activity
    Python 2 0 2 0 Updated Jul 21, 2025
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