most citedDecreasing Annotation Burden of Pairwise Comparisons with Human-in-the-Loop Sorting: Application in Medical Image Artifact Rating

3 citations · 3 across the 1 of their papers we have counts for

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1 paper

q-bio.QM2022★ 3 cited

Decreasing Annotation Burden of Pairwise Comparisons with Human-in-the-Loop Sorting: Application in Medical Image Artifact Rating

Ikbeom Jang, Garrison Danley, Ken Chang +1

Ranking by pairwise comparisons has shown improved reliability over ordinal classification. However, as the annotations of pairwise comparisons scale quadratically, this becomes le…