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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 85 20

  2. DeepKnee DeepKnee Public

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

    Python 76 31

  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 265 20

  5. KNEEL KNEEL Public

    Hourglass Networks for Knee Anatomical Landmark Localization: PyTorch Implementation

    Python 50 9

  6. AdaTriplet AdaTriplet Public

    AdaTriplet loss & automargin method

    Python 19

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