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Open Access

Peer-reviewed

Research Article

Imbalanced learning: Improving classification of diabetic neuropathy from magnetic resonance imaging

Kevin Teh ,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

* E-mail: k.teh@sheffield.ac.uk

Affiliation Academic Unit of Radiology, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom

https://orcid.org/0000-0003-2538-5157

⨯
Paul Armitage,

Roles Validation, Writing – review & editing

Affiliation Academic Unit of Radiology, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
⨯
Solomon Tesfaye,

Roles Supervision, Writing – review & editing

Affiliation Diabetes Research Department, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, United Kingdom
⨯
Dinesh Selvarajah ,

Roles Conceptualization, Funding acquisition, Resources, Supervision, Writing – original draft, Writing – review & editing

¶‡ DS and IDW are Joint senior authors.

Affiliations Diabetes Research Department, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, United Kingdom, Department of Oncology and Metabolism, University of Sheffield, Sheffield, United Kingdom
⨯
Iain D. Wilkinson

Roles Data curation, Supervision

¶‡ DS and IDW are Joint senior authors.

Affiliation Academic Unit of Radiology, Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, United Kingdom
⨯

Imbalanced learning: Improving classification of diabetic neuropathy from magnetic resonance imaging

Kevin Teh,
Paul Armitage,
Solomon Tesfaye,
Dinesh Selvarajah,
Iain D. Wilkinson

x

Published: December 15, 2020
https://doi.org/10.1371/journal.pone.0243907

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Magnetic resonance imaging
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Support vector machines
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Diabetes mellitus
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