About
Professor Gabriela Czanner is a Professor in Digital Health at the University of Southampton.
Research
Research groups
Research interests
- Spatial statistical models for clinical images to help understand diseases
- Longitudinal and spatio-temporal models for early detection, screening and monitoring of diseases
- Uncertainty quantification for predictions from statistical and machine learning models
Current research
- Spatial statistical models clinical images to help understand diseases: their aetiology, progression, and response to treatments.
- Longitudinal and spatio-temporal models for early detection, screening and monitoring of diseases to assist clinical decision-making and help deliver optimised patient management strategies.
- Uncertainty quantification for predictions from statistical and machine learning models, toward more explainable predictions.
Research projects
Publications
6 publications
Page 1 of 1
Thibaut Galvain, Ruaraidh Hill, Robert Wilkinson, Gregory Y.H. Lip & Gabriela Czanner,
2026, Drugs & Aging, 43(4), 313–325
Type: review
Jae Jee Ku, Paul C. Know, Gabriela Czanner, David G. Parry & Simon P. Harding,
2026, BMC Ophthalmology, 26(1)
Type: article
Xingyu Yang, Zijian Zhang, Xiuju Chen, Philip I. Burgess, Sarah McGhee, Mark Johnson, Ticiana Criddle, Gabriela Czanner, Simon P. Harding, David Wong, Xiaoxin Li , Yalin Zheng & Yaochun Shen,
2025, Optica Open
Type: article
Zachary Green, Alex Z. Kadhim, Lynn Kaythy Win, Gabriela Czanner, Robert Mark Beattie, Sarah Ennis & James John Ashton,
2025, BMJ Open Gastroenterology
Type: article
Keri McLean, Grace Dawson, Daniel Foulkes, Rose Herbert, Petya Popova, Danielle Bernard-Deshong, Victoria Massie, Alfredo Borgia, Matteo Airaldi, Tobi F. Somerville, Gabriela Czanner, Timothy Neal, Stephen Tuft & Stephen B. Kaye,
2025, British Journal of Ophthalmology
Type: article
Ning Yan, Andre Batako, Gabriela Czanner & Aiping Zhang,
2024, Technology, Knowledge and Learning
Type: article
Biography
Professor Gabriela Czanner obtained PhD in Statistics at the University of Pittsburgh, USA (2004).
She has an MA degrees in Economics and Statistics from the University of Pittsburgh, USA (1999 and 2002) and an MSc in Mathematical Statistics, Probability and Computer Science at Comenius University in Slovakia in 1994.
She has worked as;
- a Reader in Statistics for Healthcare (LJMU, 2018-2024),
- Lecturer at the University of Liverpool (2012-2018),
- a Postdoctoral Research Fellow at the University of Warwick (2010-2012, 2007-2008), the University of Oxford (2009-2010), Harvard Medical School and Massachusetts General Hospital, USA (2004-2007).