More likely that the local Labour Party wouldn't select (nominate) him to run as their candidate. They don't have primary elections, so the party establishment has a large measure of control over who runs on the party's ballot line.
Galloway could still run as an independent or minor party candidate (asssuming he's not in jail), but his is presumably a safe Labour seat.