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. 2025 Nov 6;10(1):70–94. doi: 10.1007/s41666-025-00222-8

Table 5.

Stability comparison for MIMIC-III for next-admission diagnosis prediction

Model/Noise level 0 0.1 0.5
INVASE 0.815 0.801 0.785
LSPIN 0.809 0.792 0.773
gI 0.835 0.817 0.799
GroupFS 0.826 0.811 0.794
Inline graphic 0.878 0.843 0.806
Inline graphic 0.882 0.852 0.795