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@AI4HealthUOL

AI4HealthUOL

Public repositories of the AI4Health Division at Oldenburg University

Popular repositories

  1. SSSD SSSD Public

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

    Python 243 44

  2. SSSD-ECG SSSD-ECG Public

    Generation of synthetic 12-lead electrocardiograms conditioned on 71 ECG statements from the PTB-XL dataset.

    Python 31 3

  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 15 1

  4. s4sleep s4sleep Public

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

    Python 10

  5. ECG-aging ECG-aging Public

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

    Jupyter Notebook 9 2

  6. preddiff-interactions preddiff-interactions Public

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

    Jupyter Notebook 5 1

Repositories

Showing 7 of 7 repositories
  • CausalConceptTS Public

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

    Python 1 0 0 0 Updated May 23, 2024
  • 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 15 MIT 1 1 0 Updated May 15, 2024
  • ECG-aging Public

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

    Jupyter Notebook 9 MIT 2 0 0 Updated Apr 22, 2024
  • SSSD Public

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

    Python 243 MIT 44 0 0 Updated Mar 9, 2024
  • SSSD-ECG Public

    Generation of synthetic 12-lead electrocardiograms conditioned on 71 ECG statements from the PTB-XL dataset.

    Python 31 MIT 3 0 0 Updated Oct 11, 2023
  • s4sleep Public

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

    Python 10 GPL-3.0 0 1 0 Updated Oct 11, 2023
  • preddiff-interactions Public

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

    Jupyter Notebook 5 MIT 1 0 1 Updated Oct 29, 2022

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