A man, believed to be in his 30s, showed up at Liverpool Hospital with a gunshot wound at 1.20am on Saturday.
He has not been formally identified.
He died a short time later.
Detectives are appealing for help from the public to determine the circumstances around the incident.
Anyone with information is urged to contact the police.