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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 333 58

  2. SSSD-ECG SSSD-ECG Public

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

    Python 70 13

  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 58 9

  4. MDS-ED MDS-ED Public

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

    Python 22 3

  5. 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 22 3

  6. s4sleep s4sleep Public

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

    Python 18

Repositories

Showing 10 of 19 repositories
  • actionable-hypotension Public
    AI4HealthUOL/actionable-hypotension’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Feb 20, 2026
  • MIMIC-III-Ext-PPG Public
    AI4HealthUOL/MIMIC-III-Ext-PPG’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Feb 11, 2026
  • MDS-ICU Public

    Repository for the paper 'A Multimodal Deep Learning Framework for Predicting ICU Deterioration: Integrating ECG Waveforms with Clinical Data and Clinician Benchmarking'.

    AI4HealthUOL/MDS-ICU’s past year of commit activity
    Python 4 MIT 1 0 0 Updated Jan 15, 2026
  • CardioLab Public

    This is the official repository for CardioLab. A machine and deep learning framework for the estimation and monitoring of laboratory abnormalities throught ECG data.

    AI4HealthUOL/CardioLab’s past year of commit activity
    Python 17 MIT 1 0 0 Updated Jan 12, 2026
  • ecg-llm Public
    AI4HealthUOL/ecg-llm’s past year of commit activity
    Python 5 2 0 0 Updated Dec 15, 2025
  • 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 Dec 8, 2025
  • 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 22 3 1 0 Updated Dec 1, 2025
  • ppg-ood-generalization Public

    Generalizable Deep Learning for Photoplethysmography-Based Blood Pressure Estimation – A Benchmarking Study

    AI4HealthUOL/ppg-ood-generalization’s past year of commit activity
    Python 16 GPL-3.0 5 0 0 Updated Oct 1, 2025
  • s4ecg Public
    AI4HealthUOL/s4ecg’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Aug 14, 2025
  • CausalConceptTS Public

    Repository for the paper 'CausalConceptTS: Causal Attributions for Time Series Classification using High Fidelity Diffusion Models'.

    AI4HealthUOL/CausalConceptTS’s past year of commit activity
    Python 12 MIT 0 0 0 Updated Jul 15, 2025
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