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Open Access

Peer-reviewed

Research Article

Few-shot learning for inference in medical imaging with subspace feature representations

Jiahui Liu ,

Contributed equally to this work with: Jiahui Liu, Keqiang Fan

Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft

Affiliation School of Electronics and Computer Science, University of Southampton, Southampton, United Kingdom
⨯
Keqiang Fan ,

Contributed equally to this work with: Jiahui Liu, Keqiang Fan

Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft

* E-mail: kf1d20@soton.ac.uk

Affiliation School of Electronics and Computer Science, University of Southampton, Southampton, United Kingdom

https://orcid.org/0000-0002-9411-2892

⨯
Xiaohao Cai,

Roles Conceptualization, Formal analysis, Methodology, Project administration, Writing – original draft, Writing – review & editing

Affiliation School of Electronics and Computer Science, University of Southampton, Southampton, United Kingdom
⨯
Mahesan Niranjan

Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

Affiliation School of Electronics and Computer Science, University of Southampton, Southampton, United Kingdom
⨯

Few-shot learning for inference in medical imaging with subspace feature representations

Jiahui Liu,
Keqiang Fan,
Xiaohao Cai,
Mahesan Niranjan

x

Published: November 6, 2024
https://doi.org/10.1371/journal.pone.0309368

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