Vincent Kompany has made three appearances for Manchester City this season since recovering from a groin injury and has been given a spot in Roberto Martinez’s squad in place of the injured Toby Alderweireld.
Full-back Thomas Foket has been called up for the first time, while Thorgan Hazard has recovered sufficiently from a knee problem to join brother Eden.
There was no place again for Roma midfielder Radja Nainggolan, with Martinez stressing that the 28-year-old must recover full fitness first.
Belgium face Netherlands on November 9 before taking on Estonia four days later.
Squad in full:
Goalkeepers: Thibaut Courtois (Chelsea), Simon Mignolet (Liverpool), Mats Selz (Newcastle United).
Defenders: Luis Cavanda (Galatasaray), Laurent Ciman (Montreal Impact), Thomas Foket (Gent), Vincent Kompany (Manchester City), Christian Kabasele (Watford), Thomas Meunier (Paris Saint-Germain), Jan Vertonghen (Tottenham).
Midfielders: Kevin De Bruyne (Manchester City), Steven Defour (Burnley), Mousa Dembele (Tottenham), Marouane Fellaini (Manchester United), Youri Tielemans (Anderlecht), Axel Witsel (Zenit).
Forwards: Michy Batshuayi (Chelsea), Christian Benteke (Crystal Palace), Yannick Ferreira Carrasco (Atletico Madrid), Eden Hazard (Chelsea), Thorgan Hazard (Borussia Monchengladbach), Romelu Lukaku (Everton), Dries Mertens (Napoli), Kevin Mirallas (Everton), Divock Origi (Liverpool).