AI4HealthUOL

AI4HealthUOL's repositories

SSSD

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

Language:PythonMIT241 8 23

SSSD-ECG

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

Language:PythonMIT30 2 13

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'.

Language:PythonMIT15 20

s4sleep

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

Language:PythonGPL-3.010 1 1

ECG-aging

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

Language:Jupyter NotebookMIT9 10

preddiff-interactions

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

Language:Jupyter NotebookMIT5 10