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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 278 52

  2. SSSD-ECG SSSD-ECG Public

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

    Python 42 6

  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 29 2

  4. s4sleep s4sleep Public

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

    Python 14

  5. ECG-aging ECG-aging Public

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

    Jupyter Notebook 12 3

  6. 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 8 1

Repositories

Showing 10 of 10 repositories
  • 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 29 MIT 2 1 0 Updated Oct 16, 2024
  • 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 8 MIT 1 0 0 Updated Sep 24, 2024
  • CardioDiag Public
    AI4HealthUOL/CardioDiag’s past year of commit activity
    0 0 0 0 Updated Aug 21, 2024
  • CardioLab Public

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

    AI4HealthUOL/CardioLab’s past year of commit activity
    3 MIT 0 0 0 Updated Jul 9, 2024
  • 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 5 MIT 0 1 0 Updated May 28, 2024
  • ECG-aging Public

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

    AI4HealthUOL/ECG-aging’s past year of commit activity
    Jupyter Notebook 12 MIT 3 0 0 Updated Apr 22, 2024
  • 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 278 MIT 52 1 0 Updated Mar 9, 2024
  • 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 42 MIT 6 1 0 Updated Oct 11, 2023
  • s4sleep Public

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

    AI4HealthUOL/s4sleep’s past year of commit activity
    Python 14 GPL-3.0 0 1 0 Updated Oct 11, 2023
  • preddiff-interactions Public

    Public code repository accompanying "PredDiff: Explanations and Interactions from Conditional Expectations"

    AI4HealthUOL/preddiff-interactions’s past year of commit activity
    Jupyter Notebook 5 MIT 1 0 1 Updated Oct 29, 2022

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