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Amber L. Simpson

Queen's University

9 papers hereh-index 356.8k citations128 works total

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

author position
  • first author1
  • middle author5
  • last author3

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • eess.IV4
  • cs.CV3
  • cs.LG2
affiliations
  • Queen's University
same name
  • Amber L. Simpson — 5 papers, h 3
  • Amber L. Simpson — 3 papers, h 2
  • Amber L. Simpson — 2 papers, h 2
  • Amber L. Simpson — 1 paper
  • Amber L. Simpson — 1 paper, h 7

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedThe Medical Segmentation Decathlon

1.3k citations · 2.5k across the 9 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 390 cited

Federated Learning Enables Big Data for Rare Cancer Boundary Detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards +276

Although machine learning (ML) has shown promise in numerous domains, there are concerns about generalizability to out-of-sample data. This is currently addressed by centrally shar…

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