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Announcing his decision on the social networking site Twitter account, Jabeur said that a tear was detected in his left calf and his treatment continued.
He stated that he would not be able to take part in the Madrid Open held in Spain.
In the semi-finals of the Stuttgart Open, the last tournament he participated in, he faced world number 1 Polish Iga Swiatek.
The 28-year-old tennis player, who was injured while trailing 3-0 in the first set, had to withdraw from the match.
Jabeur, who reached the cup at Madrid Open last year, made history as the first African and Arab tennis player to make his mark in a tournament at the WTA 1000 level.
Former world number 1 Czech Karolina Pliskova in women's singles also announced that she would not be able to take part in the Madrid Open due to an injury at the Stuttgart Open.