We propose a prediction based stabilization approach for a general class of nonlinear time-varying systems with point-wise delay in the input. It is based on a recent new prediction strategy, which makes it possible to circumvent the problem of constructing and estimating distributed terms in the expression for the stabilizing control laws. Our result applies in cases where other recent results do not.