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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 312 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 47 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 19 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

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