Burnout prevalence among healthcare workers has skyrocketed worldwide in the recent years. Machine learning can help to act upstream and therefore prevent psychopathologies by predicting compromised wellness among EMS frontliners.

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Profuse sweating can be an early symptom of an ST-elevated myocardial infarction (STEMI) in patients with acute coronary syndrome (ACS). Early recognition by EMD could reduce time to treatment and improve patient outcomes.

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Large vessel occlusion (LVO) stroke is the most severe form of ischemic stroke. Early recognition of LVO stroke by EMD could reduce time-to-treatment and improve patient outcomes. With the most recent versions of the Medical Priority Dispatch System (MPDS), EMD use its Stroke Diagnostic Tool (SDxT) to assess patients when a stroke is suspected.

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