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@Oulu-IMEDS

Intelligent Medical Systems Research Group

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

Pinned

  1. OAProgression OAProgression Public

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

    Python 73 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 262 19

  5. KNEEL KNEEL Public

    Hourglass Networks for Knee Anatomical Landmark Localization: PyTorch Implementation

    Python 40 9

  6. AdaTriplet AdaTriplet Public

    Python 14

Repositories

Showing 10 of 19 repositories
  • stambo Public

    Statistical model comparison with bootstrap an beyond

    Jupyter Notebook 22 MIT 1 0 0 Updated Feb 24, 2024
  • KNEEL Public

    Hourglass Networks for Knee Anatomical Landmark Localization: PyTorch Implementation

    Python 40 9 0 0 Updated Feb 16, 2024
  • DeepWrist Public

    Deep Learning Pipeline for Wrist Fracture Detection

    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

    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

    Python 12 6 0 2 Updated Oct 3, 2023
  • OAProgressionMR Public

    Prediction of knee osteoarthritis progression from DESS MRI

    Python 4 2 1 0 Updated Sep 7, 2023
  • solt Public

    Streaming over lightweight data transformations

    Jupyter Notebook 262 MIT 19 13 (5 issues need help) 1 Updated Jul 17, 2023
  • 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)

    Rust 0 MIT 3 0 0 Updated May 3, 2023
  • CLIMATv2 Public

    CLIMATv2: Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data

    Python 11 MIT 1 1 0 Updated Nov 1, 2022

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