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'.
This project offers an AI model to analyze electrocardiogram (ECG) data from emergency department patients. It takes raw ECG signals and patient records to predict a broad spectrum of cardiac and non-cardiac conditions based on the ICD10 classification system. Emergency care physicians and clinical decision support systems can use this as a screening tool to quickly assess patient health.
No commits in the last 6 months.
Use this if you are an emergency care professional or researcher looking for an AI-enhanced screening tool to rapidly identify various cardiac and non-cardiac conditions from ECG data in an emergency setting.
Not ideal if you need a diagnostic tool for precise, definitive diagnoses rather than an initial screening assessment.
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Language
Python
License
MIT
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Last pushed
May 07, 2025
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