The International Association of Athletics Federation (IAAF) decided not to lift the suspension, imposed after accusations of state-sponsored doping.
Individual athletes can compete as neutrals if they prove they are clean.
The Russian president called on other bodies, including the International Olympic Committee (IOC), to intervene.
The IOC executive board said it would hold a telephone conference on Saturday to discuss the issue ahead of a full IOC summit in Lausanne on Tuesday.