Judge has missed the last two matches after he was kneed in the back during the home draw against Leyton Orient on March 6.
The 24-year-old has been receiving intensive treatment and Magpies manager Chris Kiwomya is hopeful he will be able to be involved.
Jamal Campbell-Ryce came off midway through the first half of the 1-0 defeat to Preston at Meadow Lane on Tuesday night and the winger is also a doubt.
Centre-half Dean Leacock comes back into contention after serving a two-match suspension but right-back Julian Kelly continues to nurse the calf problem that has seen him miss the last four games.
Strikers Jacob Blyth (Leicester) and John Cofie (Manchester United) have both returned to their parent clubs following the end of their loan spells.