Doherty, 18, has been with the Foxes for two years having previously spent time with Manchester City and Norwich City.
He has also been capped by Republic of Ireland Under 19s.
The stopper fills the void left by Callum Hawkins, who was recalled by Burton Albion this week.
Doherty will make his debut for Mickleover this weekend away at FC United.
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