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Sunnybrook Research Institute

1 paper here13 citations across 1
fields
  • eess.IV1
ROR 05n0tzs53OpenAlex

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

13 citations

researchers with a paper here
  • A. L. Martel1 · h 3
  • Anthony Rinaldi1 · h 3
  • C. Anderson1 · h 1
  • Maged Goubran1 · h 32
  • R. Krishnan1 · h 3
  • Sepehr Hosseini1 · h 1
  • Tony Xu1 · h 2
collaborating institutions
  • Health Sciences CentreCA1 paper
  • Sunnybrook Health Science CentreCA1 paper
  • University of TorontoCA1 paper
  • Vector InstituteCA1 paper

1 paper

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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