Figure 1.

The followed methodology. Two independent problems were investigated: SP development and disease severity. For each prediction, one on SP development and two on disease severity, five year models were developed concerning the accumulation of clinical information on the first five years of progression. Then, the results were analyzed in terms of prediction performance and feature predictive power.