About the Authors

Harry Pratt

Contributed equally to this work with: Harry Pratt, Kareem Hassanin

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

Affiliation Department of Eye and Vision Science, Institute of Ageing and Chronic Disease, University of Liverpool, Liverpool, United Kingdom

Kareem Hassanin

Contributed equally to this work with: Harry Pratt, Kareem Hassanin

Roles Methodology, Project administration, Writing – review & editing

Affiliation Department of Eye and Vision Science, Institute of Ageing and Chronic Disease, University of Liverpool, Liverpool, United Kingdom

Lee D. Troughton

Roles Conceptualization, Formal analysis, Methodology, Writing – review & editing

Affiliation Department of Eye and Vision Science, Institute of Ageing and Chronic Disease, University of Liverpool, Liverpool, United Kingdom

Gabriela Czanner

Roles Conceptualization, Formal analysis, Writing – review & editing

Affiliations Department of Eye and Vision Science, Institute of Ageing and Chronic Disease, University of Liverpool, Liverpool, United Kingdom, Department of Biostatistics, Institute of Translational Medicine, University of Liverpool, Liverpool, United Kingdom

Yalin Zheng

Roles Conceptualization, Formal analysis, Methodology

Affiliation Department of Eye and Vision Science, Institute of Ageing and Chronic Disease, University of Liverpool, Liverpool, United Kingdom

Austin G. McCormick

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

‡ These authors supervised this work equally.

Affiliation Department of Opthalmology, Aintree University Teaching hospital, Liverpool, United Kingdom

Kevin J. Hamill

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

khamill@liverpool.ac.uk

‡ These authors supervised this work equally.

Affiliation Department of Eye and Vision Science, Institute of Ageing and Chronic Disease, University of Liverpool, Liverpool, United Kingdom

Competing Interests

The authors have declared that no competing interests exist.