Table 2 Summary of data used in the studies with pathologists

From: Similar image search for histopathology: SMILY

Dataset

Organ site

Categories assessed

No. of patchesa queried by SMILY

No. of patchesa queries by random search (negative control)

Scoring system (see Methods)

Organ-specific

Prostate

9 histologic features

270 by 2 pathologists

90 by 2 pathologists

0 or 100 for histologic feature match

Multi-organ

Prostate, breast, colon

10 histologic features

410 by 2 pathologists

145 by 2 pathologists

2 scores: 0 or 100 for histologic feature match, and 0 or 100 or “unclear” for organ match

Gleason grading

Prostate

Non-tumor and Gleason Patterns 3,4,5 (NT, GP3, GP4, GP5)

250 by 2 pathologists

90 by 2 pathologists

0 to 100 for tumor grade and histologic feature match

  1. The database used for this study is identical to Table 1, while the query set was subsampled to retain a tractable number for manual evaluations
  2. aWhether search results were returned by SMILY versus random were randomized based on the ratios specified in this table and so the final numbers of patches are approximate