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Open Access
Peer-reviewed
Research Article
PixlMap: A generalisable pixel classifier for cellular phenotyping in multiplex immunofluorescence images
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Rachel L. Baird,
Roles Investigation, Methodology, Validation, Visualization, Writing – original draft
Affiliation Cancer Research UK Scotland Institute, Glasgow, United Kingdom
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David Mason,
Roles Conceptualization, Methodology, Writing – review & editing
Affiliation Visiopharm A/S, Horsholm, Denmark
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Kai Rakovic,
Roles Formal analysis, Investigation, Validation, Visualization, Writing – review & editing
Affiliations Cancer Research UK Scotland Institute, Glasgow, United Kingdom, School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom, Department of Histopathology, Queen Elizabeth University Hospital, Glasgow, United Kingdom
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Fiona Ballantyne,
Roles Visualization, Writing – review & editing
Affiliation Cancer Research UK Scotland Institute, Glasgow, United Kingdom
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Ian R. Powley,
Roles Methodology, Visualization, Writing – review & editing
Affiliation Cancer Research UK Scotland Institute, Glasgow, United Kingdom
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Anastasia Georgakopoulou,
Roles Investigation, Resources, Writing – review & editing
Affiliations Cancer Research UK Scotland Institute, Glasgow, United Kingdom, School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
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Lucy Hillary,
Roles Visualization, Writing – review & editing
Affiliation School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom
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Thomas G. Bird,
Roles Funding acquisition, Resources, Writing – review & editing
Affiliations Cancer Research UK Scotland Institute, Glasgow, United Kingdom, School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom, MRC Centre for Inflammation Research, The Queen’s Medical Research Institute, University of Edinburgh, Edinburgh, United Kingdom
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Leah Officer-Jones ,
Roles Conceptualization, Methodology, Supervision, Writing – original draft
* E-mail: l.officer-jones@crukscotlandinstitute.ac.uk (LOJ); John.LeQuesne@glasgow.ac.uk (JLQ)
Affiliation Cancer Research UK Scotland Institute, Glasgow, United Kingdom
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John Le Quesne
Roles Conceptualization, Funding acquisition, Resources, Supervision, Writing – review & editing
* E-mail: l.officer-jones@crukscotlandinstitute.ac.uk (LOJ); John.LeQuesne@glasgow.ac.uk (JLQ)
Affiliations Cancer Research UK Scotland Institute, Glasgow, United Kingdom, School of Cancer Sciences, University of Glasgow, Glasgow, United Kingdom, Department of Histopathology, Queen Elizabeth University Hospital, Glasgow, United Kingdom
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PixlMap: A generalisable pixel classifier for cellular phenotyping in multiplex immunofluorescence images
- Rachel L. Baird,
- David Mason,
- Kai Rakovic,
- Fiona Ballantyne,
- Ian R. Powley,
- Anastasia Georgakopoulou,
- Lucy Hillary,
- Thomas G. Bird,
- Leah Officer-Jones,
- John Le Quesne
- Published: December 3, 2025
- https://doi.org/10.1371/journal.pone.0317865