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researcher

S. Currie

2 papers hereh-index 171.4k citations69 works total

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

author position
  • middle author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • eess.IV1
same name
  • S. Currie — 35 papers, h 17
  • S. Currie — 6 papers, h 8
  • S. Currie — 1 paper, h 1

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

most citedFederated Learning Enables Big Data for Rare Cancer Boundary Detection

390 citations · 390 across the 2 of their papers we have counts for

collaborators

2 papers

eess.IV2024

Overcoming challenges of translating deep-learning models for glioblastoma: the ZGBM consortium

Haris Shuaib, Gareth J Barker, Peter Sasieni +16

Objective: To report imaging protocol and scheduling variance in routine care of glioblastoma patients in order to demonstrate challenges of integrating deep-learning models in gli…

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.