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Few studies have discussed whether physician-staffed helicopter emergency medical services (HEMS) provide temporal and geographical benefits for patients in remote locations compared to ground emergency medical services (GEMS). Our study seeks to clarify the significance of HEMS for patients with severe trauma by comparing the mortality of patients transported directly from crash scenes by HEMS or GEMS, taking geographical factors into account. Using medical records from a single center, collected from January 2014 to December 2018, we