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ai4healthuol's Projects

ecg-aging icon ecg-aging

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

ecg-mimic icon ecg-mimic

Repository for the paper 'Cardiac and extracardiac discharge diagnosis prediction from emergency department ECGs using deep learning'.

preddiff-interactions icon preddiff-interactions

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

s4sleep icon s4sleep

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

sssd icon sssd

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

sssd-ecg icon sssd-ecg

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

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