AI4HealthUOL

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10 repositories

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.
deep-learning ecg patient-monitoring multimodal haematology ecg-classification laboratory-analysis
MIT License
•0•5•0•0•Updated Nov 25, 2024Nov 25, 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'.
deep-learning healthcare time-series-classification cardiology ecg-classification
Python
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MIT License
•2•31•1•0•Updated Oct 16, 2024Oct 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'.
benchmark deep-learning waveforms ecg healthcare datasets multimodal medical-dataset
Python
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MIT License
•1•8•0•0•Updated Sep 24, 2024Sep 24, 2024
CardioDiag
Public
0•0•0•0•Updated Aug 21, 2024Aug 21, 2024
CausalConceptTS
Public
Repository for the paper 'CausalConceptTS: Causal Attributions for Time Series Classification using High Fidelity Diffusion Models'.
time-series causality time-series-classification xai explainability diffusion-models
Python
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MIT License
•0•6•1•0•Updated May 28, 2024May 28, 2024
ECG-aging
Public
Source code repository for the study: "Uncovering ECG Changes during Healthy Aging using Explainable AI"
ecg ecg-classification healthy-aging
Jupyter Notebook
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MIT License
•3•12•0•0•Updated Apr 22, 2024Apr 22, 2024
SSSD
Public
Repository for the paper: 'Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models'
deep-learning time-series-forecasting diffusion-models time-series-imputation
Python
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MIT License
•52•282•1•0•Updated Mar 9, 2024Mar 9, 2024
SSSD-ECG
Public
Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'
healthcare diffusion-models conditional-generation ecg-signals
Python
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MIT License
•6•43•2•0•Updated Oct 11, 2023Oct 11, 2023
s4sleep
Public
Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models
Python
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GNU General Public License v3.0
•0•15•1•0•Updated Oct 11, 2023Oct 11, 2023
preddiff-interactions
Public
Public code repository accompanying "PredDiff: Explanations and Interactions from Conditional Expectations"
Jupyter Notebook
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MIT License
•1•5•0•1•Updated Oct 29, 2022Oct 29, 2022