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. Author manuscript; available in PMC: 2024 Dec 1.
Published in final edited form as: Comput Biol Med. 2023 Oct 20;167:107607. doi: 10.1016/j.compbiomed.2023.107607

Table 2.

Performance of Sii as an addition to other MIL models with 95% CI

Methods AUC Accuracy
ABMIL [21] 0.8375 [0.8349, 0.8419] 0.8372 [0.8353, 0.8404]
Sii+ABMIL 0.9225 [0.9202, 0.9243] 0.8915 [0.8895, 0.8938]
CLAM [22] 0.8319 [0.8298, 0.8367] 0.8295 [0.8274, 0.8326]
Sii+CLAM 0.8747 [0.8711, 0.8772] 0.8527 [0.8494, 0.8543]
DTFD-MIL 0.8452 [0.8416, 0.8480] 0.8217 [0.8175, 0.8229]
Sii+DTFD-MIL 0.8630 [0.8592, 0.8655] 0.8527 [0.8509, 0.8558]
TransMIL 0.8926 [0.8889, 0.8939] 0.8759 [0.8723, 0.8768]
Sii+TransMIL 0.8676 [0.8672, 0.8731] 0.8450 [0.8431, 0.8481]