Pinned Repositories
ECG-aging
Source code repository for the study: "Uncovering ECG Changes during Healthy Aging using Explainable AI"
ECG-MIMIC
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'.
preddiff-interactions
Public code repository accompanying "PredDiff: Explanations and Interactions from Conditional Expectations"
s4sleep
Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models
SSSD
Repository for the paper: 'Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models'
SSSD-ECG
Generation of synthetic 12-lead electrocardiograms conditioned on 71 ECG statements from the PTB-XL dataset.
AI4HealthUOL's Repositories
AI4HealthUOL/SSSD
Repository for the paper: 'Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models'
AI4HealthUOL/SSSD-ECG
Generation of synthetic 12-lead electrocardiograms conditioned on 71 ECG statements from the PTB-XL dataset.
AI4HealthUOL/ECG-MIMIC
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/s4sleep
Code repository for S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models
AI4HealthUOL/ECG-aging
Source code repository for the study: "Uncovering ECG Changes during Healthy Aging using Explainable AI"
AI4HealthUOL/preddiff-interactions
Public code repository accompanying "PredDiff: Explanations and Interactions from Conditional Expectations"