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. Author manuscript; available in PMC: 2024 Mar 8.
Published in final edited form as: Proc Mach Learn Res. 2023 Aug;219:285–307.

Table 2:

AUROC for AS screening on temporarily distinct cohort. Values in parenthesis show 2.5th and 97.5th percentiles of AUROC values computed from 5000 bootstrap resamples of 323 studies.

AUROC for AS screening
Method No vs Some Significant vs. Not Early vs Significant
W. Avg. by View Rel. 0.934 (0.904, 0.959) 0.881 (0.837, 0.921) 0.653 (0.539, 0.760)
DSMIL. 0.897 (0.862, 0.929) 0.902 (0.857, 0.941) 0.765 (0.664, 0.857)
SAMIL (ours) 0.923 (0.885, 0.955) 0.921 (0.886, 0.951) 0.717 (0.610, 0.813)