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@Oulu-IMEDS

Intelligent Medical Systems Research Group

Medical AI lab from the Northern Finland, led by Prof. Aleksei Tiulpin.

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  1. OAProgression OAProgression Public

    Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

    Python 75 19

  2. DeepKnee DeepKnee Public

    Codes for paper: Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach

    Python 65 33

  3. greedy_ensembles_training greedy_ensembles_training Public

    Greedy Bayesian Posterior Approximation with Deep Ensembles. A. Tiulpin and M. B. Blaschko. (2021)

    Python 11 3

  4. solt solt Public

    Streaming over lightweight data transformations

    Jupyter Notebook 263 19

  5. KNEEL KNEEL Public

    Hourglass Networks for Knee Anatomical Landmark Localization: PyTorch Implementation

    Python 44 10

  6. AdaTriplet AdaTriplet Public

    Python 14

Repositories

Showing 10 of 24 repositories
  • SAUNA Public

    SAUNA: Image-level Regression for Uncertainty-aware Retinal Image Segmentation

    Oulu-IMEDS/SAUNA’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Oct 30, 2024
  • Oulu-IMEDS/spineslicer’s past year of commit activity
    HTML 0 0 0 0 Updated Oct 30, 2024
  • LoG-VMamba Public

    LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation

    Oulu-IMEDS/LoG-VMamba’s past year of commit activity
    Python 8 MIT 0 0 0 Updated Oct 18, 2024
  • SiNGR Public

    SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression

    Oulu-IMEDS/SiNGR’s past year of commit activity
    Python 1 MIT 0 1 0 Updated Aug 28, 2024
  • KNEEL Public

    Hourglass Networks for Knee Anatomical Landmark Localization: PyTorch Implementation

    Oulu-IMEDS/KNEEL’s past year of commit activity
    Python 44 10 0 0 Updated Aug 8, 2024
  • lsmodels Public

    Lumbar Spine Models for Segmentation and Grading

    Oulu-IMEDS/lsmodels’s past year of commit activity
    0 0 0 0 Updated Aug 5, 2024
  • solt Public

    Streaming over lightweight data transformations

    Oulu-IMEDS/solt’s past year of commit activity
    Jupyter Notebook 263 MIT 19 13 (5 issues need help) 1 Updated Jul 25, 2024
  • stambo Public

    Statistical model comparison with bootstrap and beyond

    Oulu-IMEDS/stambo’s past year of commit activity
    Jupyter Notebook 24 MIT 1 1 0 Updated Feb 24, 2024
  • DeepWrist Public

    Deep Learning Pipeline for Wrist Fracture Detection

    Oulu-IMEDS/DeepWrist’s past year of commit activity
    Python 10 3 1 0 Updated Feb 16, 2024
  • DeepKnee Public

    Codes for paper: Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach

    Oulu-IMEDS/DeepKnee’s past year of commit activity
    Python 65 33 3 0 Updated Feb 16, 2024

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