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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 74 18

  2. DeepKnee DeepKnee Public

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

    Python 63 34

  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 42 9

  6. AdaTriplet AdaTriplet Public

    Python 14

Repositories

Showing 10 of 20 repositories
  • SiNGR Public

    SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression

    Oulu-IMEDS/SiNGR’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jul 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) 0 Updated Jun 22, 2024
  • stambo Public

    Statistical model comparison with bootstrap and beyond

    Oulu-IMEDS/stambo’s past year of commit activity
    Jupyter Notebook 23 MIT 1 0 0 Updated Feb 24, 2024
  • KNEEL Public

    Hourglass Networks for Knee Anatomical Landmark Localization: PyTorch Implementation

    Oulu-IMEDS/KNEEL’s past year of commit activity
    Python 42 9 0 0 Updated Feb 16, 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 63 34 3 0 Updated Feb 16, 2024
  • semixup Public

    Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs

    Oulu-IMEDS/semixup’s past year of commit activity
    Python 12 6 0 2 Updated Oct 3, 2023
  • OAProgressionMR Public

    Prediction of knee osteoarthritis progression from DESS MRI

    Oulu-IMEDS/OAProgressionMR’s past year of commit activity
    Python 4 2 1 0 Updated Sep 7, 2023
  • Oulu-IMEDS/OAProgressionMMF’s past year of commit activity
    0 0 0 0 Updated Jun 30, 2023
  • contrib Public Forked from aivero/contrib

    All the public/open source software components for Aivero (GitLab Mirror)

    Oulu-IMEDS/contrib’s past year of commit activity
    Rust 0 MIT 3 0 0 Updated May 3, 2023

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