West Bromwich Albion lost against Arsenal at the Emirates Stadium in the Premier League on Monday.
The Baggies took on Arsenal away from home at the Emirates Stadium in the Premier League.
Burke did not feature for Tony Pulis’s side and was not even on the substitutes' bench for the match in North London.
The former Nottingham Forest winger has explained on Twitter why he did not play against the Gunners.
The Scotland international has stated that he has a hamstring injury and is hopeful of making a comeback soon.
Burke joined West Brom from German club RB Leipzig in the summer transfer window for a fee reported by The Daily Mail to be worth £15 million.
The 20-year-old winger has made two substitute appearances for the Baggies in the Premier League so far this season, providing one assist in the process.
West Brom are 12th in the Premier League table at the moment with eight points from six matches.
Come on the baggies!— Oliver Burke (@OliverBurke55) 25 September 2017
For those asking I have had a slight hamstring injury problem and hopefully back soon.— Oliver Burke (@OliverBurke55) 25 September 2017