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@imedslab

Intelligent Medical Systems Research Group

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

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  1. OAProgression Public

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

    Python 80 20

  2. DeepKnee Public

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

    Python 66 34

  3. greedy_ensembles_training Public

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

    Python 11 3

  4. solt Public

    Streaming over lightweight data transformations

    Jupyter Notebook 266 20

  5. KNEEL Public

    Hourglass Networks for Knee Anatomical Landmark Localization: PyTorch Implementation

    Python 45 10

  6. AdaTriplet Public

    Python 17

Repositories

Showing 10 of 24 repositories
  • stambo Public

    Statistical model comparison with bootstrap and beyond

    Jupyter Notebook 29 MIT 1 0 0 Updated Mar 7, 2025
  • DeepKnee Public

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

    Python 66 34 3 0 Updated Mar 6, 2025
  • OAProgressionMMF Public

    Prediction of knee osteoarthritis progression from multimodal data

    Python 2 0 0 0 Updated Feb 6, 2025
  • OAProgressionMR Public

    Prediction of knee osteoarthritis progression from DESS MRI

    Python 5 3 1 0 Updated Feb 4, 2025
  • SAUNA Public

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

    Python 7 MIT 0 0 0 Updated Dec 20, 2024
  • solt Public

    Streaming over lightweight data transformations

    Jupyter Notebook 266 MIT 20 11 (3 issues need help) 0 Updated Nov 22, 2024
  • spineslicer Public
    HTML 0 0 0 0 Updated Oct 30, 2024
  • LoG-VMamba Public

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

    Python 17 MIT 1 0 0 Updated Oct 18, 2024
  • SiNGR Public

    SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression

    Python 7 MIT 0 1 0 Updated Aug 28, 2024
  • KNEEL Public

    Hourglass Networks for Knee Anatomical Landmark Localization: PyTorch Implementation

    Python 45 10 0 0 Updated Aug 8, 2024

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