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researcher

Matthew Croken

2 papers hereh-index 3184 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.SE1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

most citedA Clinical Benchmark of Public Self-Supervised Pathology Foundation Models

7 citations · 7 across the 2 of their papers we have counts for

collaborators

2 papers

cs.SE2026

STEP: A Modular Silent Trial Engine for Operational Evaluation of Digital Pathology AI in Routine Workflow

Gabriele Campanella, Matthew Croken, Olga Lukatskaya +4

Prospective silent trials provide an important bridge between retrospective validation of artificial intelligence (AI) models and their use in clinical care by evaluating model per…

eess.IV2024★ 7 cited

A Clinical Benchmark of Public Self-Supervised Pathology Foundation Models

Gabriele Campanella, Shengjia Chen, Ruchika Verma +10

The use of self-supervised learning (SSL) to train pathology foundation models has increased substantially in the past few years. Notably, several models trained on large quantitie…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.