Hannes Delcroix, Jordan Beyer and Charlie Taylor all missed Burnley's defeat at Manchester City but manager Vincent Kompany says an unnamed one of those three could return on Saturday.
Defenders Maxime Esteve and Lorenz Assignon might come into contention after arriving on loan.
Fulham have the option of giving a debut to striker Armando Broja, who has joined on loan from Chelsea.
Raul Jimenez and Issa Diop are ruled out with hamstring injuries.
Fode Ballo-Toure could return following Senegal's elimination from the Africa Cup of Nations but Alex Iwobi and Calvin Bassey remain at the tournament with Nigeria.