If I understood correctly, rather than actually predicting survival time your goal is to see whether certain parameters have influence on the survival time. Besides the other things already mentioned, one approach might be trying to predict survival time via a black box algorithm and trying to explain the decision of the algorithm. One paper that covers this topic would be this one.