Figure 5
(A) Full FNC for patients computed using most 5% of the salient data selected based on feature attribution values for different disorders. (B) Static FNC (i.e., using 100% data) matrices for patients of different disorders. The FNC based on 5% salient data (A) does indeed convey the same focused dynamic information as currently assessed in FNC matrices based on 100% data (B). It is thus apparent that the proposed model can capture the focused information aligned with the current domain knowledge. (C) Pairwise difference of FNC matrices based on 5% salient data. The difference FNC matrices based on focused data indicate that each disorder has a uniquely distinguishable association with brain dynamics.
