Projects per year
Personal profile
Personal Statement
I am an applied statistician with research itnerest in women's health, mental health, and equality, diversity and inclusion. My work has primarily focused on pre-eclampsia, and cervical and lung cancers. My statistical expertise includes predictive modelling, machine learning, missing data handling, and developing interactive and accessible dashboards. Additionally, I have a strong interest in online teaching, and accessibility in education.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Cervical Screening Workload
Kavanagh, K. (Principal Investigator) & Csoban, T. (Co-investigator)
Nhs National Services Scotland
1/12/25 → 30/11/26
Project: Knowledge Exchange (Services/Consultancy)
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Vascutek/Terumo Sample Size
Csoban, T. (Principal Investigator) & Stewart, R. (Co-investigator)
1/06/26 → 1/08/26
Project: Knowledge Exchange (Services/Consultancy)
Research output
- 2 Article
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Consecutive prediction of adverse maternal outcomes of preeclampsia, using the PIERS-ML and fullPIERS models: a multicountry prospective observational study
Yang, G., Montgomery-Csobán, T., Ganzevoort, W., Gordijn, S. J., Kavanagh, K., Murray, P., Magee, L. A., Groen, H., von Dadelszen, P. & Smith, G. C. (Editor), 4 Feb 2025, In: PLOS Medicine. 22, 2, e1004509.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Link opens in a new tab Citations (Scopus)13 Downloads (Pure) -
Machine learning-enabled maternal risk assessment for women with pre-eclampsia (the PIERS-ML model): a modelling study
Montgomery-Csobán, T., Kavanagh, K., Murray, P., Robertson, C., Barry, S. J. E., Ukah, U. V., Payne, B. A., Nicolaides, K. H., Syngelaki, A., Ionescu, O., Akolekar, R., Hutcheon, J. A., Magee, L. A. & von Dadelszen, P., Apr 2024, In: The Lancet Digital Health. 6, 4, p. E238-E250 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile37 Link opens in a new tab Citations (Scopus)51 Downloads (Pure)
Thesis
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Prediction of the risk of adverse outcome for women with pre-eclampsia
Csoban, T. (Author), Kavanagh, K. (Supervisor) & Murray, P. (Supervisor), 6 Sept 2024Student thesis: Doctoral Thesis
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SEEN: Opportunities with ICURe
Dombi, E. (Organiser), Ferguson, V. (Invited speaker), Csoban, T. (Invited speaker) & Keane, A. (Invited speaker)
10 Feb 2026Activity: Presenting or Organising an Event › Organiser of special symposia
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Breaking the Mould: Embracing Dis/ability in Mathematics, Statistics and Life
Dombi, E. (Organiser), Latif, A. (Invited speaker), Ahmed, S. (Invited speaker), Csoban, T. (Invited speaker), Gray, N. (Invited speaker), O'Neill, K. (Invited speaker), Remnant, J. (Invited speaker), Kelly, L. (Organiser), Pritchard, D. (Organiser) & Majumdar, A. (Organiser)
17 Jun 2025Activity: Presenting or Organising an Event › Organiser of special symposia