Towards prehospital risk stratification using deep learning for ECG interpretation in suspected acute coronary syndrome

Chest pain is one of the most common reasons for consulting emergency medical services (EMS) and an ECG should be obtained at first medical contact.  Based on the initial prehospital ECG, patients can be differentiated into two working diagnoses: chest pain with ST segment elevation (STEMI) or chest pain without persistent ST segment elevation (suspected non-ST-elevation acute coronary syndrome (NSTE-ACS)).

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