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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 313 54

  2. SSSD-ECG SSSD-ECG Public

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

    Python 62 10

  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 48 8

  4. MDS-ED MDS-ED Public

    Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.

    Python 20 2

  5. s4sleep s4sleep Public

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

    Python 18

  6. ECG-aging ECG-aging Public

    Source code repository for the study: "Uncovering ECG Changes during Healthy Aging using Explainable AI"

    Jupyter Notebook 13 3

Repositories

Showing 10 of 13 repositories
  • 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 8 MIT 1 0 0 Updated Jul 15, 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 9 GPL-3.0 3 0 0 Updated Jul 3, 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 3 Apache-2.0 0 0 0 Updated May 28, 2025
  • SSSD Public

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

    AI4HealthUOL/SSSD’s past year of commit activity
    Python 313 MIT 54 1 0 Updated May 24, 2025
  • 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'.

    AI4HealthUOL/ECG-MIMIC’s past year of commit activity
    Python 48 MIT 8 0 0 Updated May 7, 2025
  • MDS-ED Public

    Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.

    AI4HealthUOL/MDS-ED’s past year of commit activity
    Python 20 MIT 2 0 0 Updated Apr 30, 2025
  • 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 13 MIT 0 0 0 Updated Apr 11, 2025
  • SSSD-ECG Public

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

    AI4HealthUOL/SSSD-ECG’s past year of commit activity
    Python 62 MIT 10 1 0 Updated Mar 31, 2025
  • CardioDiag Public

    This is the official repository for CardioDiag. A machine learning framework for the diagnosis of non-cardiac conditions.

    AI4HealthUOL/CardioDiag’s past year of commit activity
    Python 6 0 0 0 Updated Mar 22, 2025
  • bowel-sound-classification Public

    Benchmarking machine learning for bowel sound pattern classification – from tabular features to pretrained models

    AI4HealthUOL/bowel-sound-classification’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Mar 14, 2025
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