Judge missed the goalless draw at Crawley on Saturday with an injury he suffered in the previous game against Leyton Orient.
The 24-year-old has been receiving intensive treatment to speed up his recovery and he is rated at 50-50 to be fit in time for Tuesday night.
"I don't know if he'll be fit, but fingers crossed he will be," said Magpies manager Chris Kiwomya.
"He had no chance of playing (against Crawley) because he got kneed in the back in the game against Orient and couldn't run."
Centre-half Dean Leacock will complete a two-match suspension and right-back Julian Kelly continues to nurse the calf problem that he seen him miss the last three games.
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