most citedImproved statistical benchmarking of digital pathology models using pairwise frames evaluation

6 citations · 6 across the 3 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2025

PLUTO-4: Frontier Pathology Foundation Models

Harshith Padigela, Shima Nofallah, Atchuth Naveen Chilaparasetti +11

Foundation models trained on large-scale pathology image corpora have demonstrated strong transfer capabilities across diverse histopathology tasks. Building on this progress, we i…

cs.CV2023★ 6 cited

Improved statistical benchmarking of digital pathology models using pairwise frames evaluation

Ylaine Gerardin, John Shamshoian, Judy Shen +18

Nested pairwise frames is a method for relative benchmarking of cell or tissue digital pathology models against manual pathologist annotations on a set of sampled patches. At a hig…