The Manchester United midfielder will return to his club due to an eye injury, missing out on the chance to potentially earn his 30th cap in Wednesday's international friendly.
Carrick, who has been capped 29 times for his country, will now return to Manchester for treatment and will miss Wednesday evening's friendly encounter with Scotland.
The 32-year-old has come back into contention for a starting spot in Roy Hodgson's England side after a couple of impressive seasons at Old Trafford that culminated in the club winning the 2012-13 Premier League title.
The former Tottenham midfielder appeared just twice for his country over a two-year period during 2010 and 2011 although seven caps have followed since then, with Carrick battling with the likes of Frank Lampard, James Milner and Alex Oxlade-Chamberlain for a place in the starting XI.
England faces Scotland at Wembley in Wednesday's friendly for the first time in 14 years as Hodgson looks to finalize his preparations ahead of two crucial World Cup qualifiers against Moldova and Ukraine in September.