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@AI4HealthUOL

AI4HealthUOL

Public repositories of the AI4Health Division at Oldenburg University

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  1. SSSD SSSD Public

    Repository for the paper: 'Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models'

    Python 335 55

  2. SSSD-ECG SSSD-ECG Public

    Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'

    Python 77 15

  3. ECG-MIMIC ECG-MIMIC Public

    Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorative Study in Emergency Care'.

    Python 61 9

  4. ecg-fm-benchmarking ecg-fm-benchmarking Public

    ECG-FM-Benchmarking is a repository for benchmarking ECG foundation models across 12 public datasets and 26 clinically relevant tasks.

    Python 55 10

  5. MDS-ED MDS-ED Public

    Repository for the paper 'Enhancing Clinical Decision Support with Physiological Waveforms — A Multimodal Benchmark in Emergency Care'.

    Python 28 3

  6. s4sleep s4sleep Public

    Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models

    Python 21

Repositories

Showing 10 of 26 repositories
  • ecg-pretraining-strategies Public

    Pretraining Strategies and Scaling for ECG Foundation Models: A Systematic Study

    AI4HealthUOL/ecg-pretraining-strategies's past year of commit activity
    Python 3 0 0 0 Updated Sep 25, 2026
  • FeatMap Public

    Understanding image manipulation in the feature space and its implications for feature space geometry.

    AI4HealthUOL/FeatMap's past year of commit activity
    Python 1 0 0 0 Updated Sep 25, 2026
  • AI4HealthUOL/movement-fm-benchmarking's past year of commit activity
    Python 3 MIT 0 0 0 Updated Aug 14, 2026
  • ecg-fm-benchmarking Public

    ECG-FM-Benchmarking is a repository for benchmarking ECG foundation models across 12 public datasets and 26 clinically relevant tasks.

    AI4HealthUOL/ecg-fm-benchmarking's past year of commit activity
    Python 55 10 0 0 Updated Jun 29, 2026
  • lung-ct-benchmarking Public

    Foundation Models vs. Radiomics for Lung Computed Tomography: A Benchmark of Feature Extractors, Classification Heads, and Segmentation Choices

    AI4HealthUOL/lung-ct-benchmarking's past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Jun 26, 2026
  • AI4HealthUOL/actionable-hypotension's past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Jun 16, 2026
  • AI4HealthUOL/MIMIC-III-Ext-PPG_dataset's past year of commit activity
    Jupyter Notebook 1 MIT 0 1 0 Updated May 28, 2026
  • UQ_OOD_PPG Public
    AI4HealthUOL/UQ_OOD_PPG's past year of commit activity
    Python 0 MIT 0 0 0 Updated May 21, 2026
  • FeatInv Public

    Spatially resolved mapping from feature space to input space using conditional diffusion models

    AI4HealthUOL/FeatInv's past year of commit activity
    Python 5 Apache-2.0 0 0 0 Updated Apr 22, 2026
  • AI4HealthUOL/MIMIC-III-Ext-PPG_benchmarking's past year of commit activity
    Python 1 MIT 0 0 0 Updated Mar 26, 2026

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