Around 9:16 p.m. Friday night, police were called to the 2600 block of Reisterstown Road for reports of discharging.
When they arrived on the scene, police found evidence of a shooting but no victims.
Police learned that there were two walk-ins at area hospitals.
A 25-year-old man died shortly after arriving to Sinai hospital.
The other, a 32-year-old man was treated for non-life threatening injuries.
Anyone with information is urged to contact Homicide detectives, at 410-396-2100.
Those who wish to remain anonymous can utilize the Metro Crime Stoppers tip line, at 1-866-7LOCKUP.