The Spaniard has been out of action for the last two games due to a knee injury.
“We’re hopeful on Jose,” Magpies boss Alan Shearer told the club’s official website.
“He’s should be back in full training by the end of the week and that will give him a chance for Monday.”
Shearer added: “Joey Barton has not returned to full training yet, but should do over the weekend.
“He is doubtful for the game as is Steven Taylor. But we’re not giving up hope on anyone.”