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Vector Institute

Canada

7 papers here13 citations across 7
fields
  • astro-ph.GA2
  • cs.LG2
  • eess.IV1
  • quant-ph1
  • stat.ML1
ROR 03kqdja62OpenAlex

affiliations via OpenAlex

most citedA generalizable 3D framework and model for self-supervised learning in medical imaging

13 citations

researchers with a paper here
  • B. Dey2 · h 22
  • Alexandros Pratsos1 · h 0
  • A. L. Martel1 · h 3
  • Anatole von Lilienfeld1 · h 5
  • Anthony Rinaldi1 · h 3
  • C. Anderson1 · h 1
  • Chris J. Maddison1 · h 31
  • D. Segal1 · h 41
  • Elliot Creager1 · h 3
  • E. Wang1 · h 1
  • F. A. Faber1 · h 3
  • Hassan Khurram1 · h 1
collaborating institutions
  • University of TorontoCA6 papers
  • AstraZeneca (Australia)AU1 paper
  • AstraZeneca (Brazil)BR1 paper
  • Berlin Institute for the Foundations of Learning and DataDE1 paper
  • Health Sciences CentreCA1 paper
  • HEC MontréalCA1 paper
  • Sunnybrook Health Science CentreCA1 paper
  • Sunnybrook Research Institute1 paper
  • Technische Universität BerlinDE1 paper
  • University of WaterlooCA1 paper
Showing eess.IVShow all

1 paper · 1 filter

eess.IV2026★ 13 cited

A generalizable 3D framework and model for self-supervised learning in medical imaging

Tony Xu, Sepehr Hosseini, Chris Anderson +4

Current self-supervised learning methods for 3D medical imaging rely on simple pretext formulations and organ- or modality-specific datasets, limiting their generalizability and sc…

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