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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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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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Exploring education outcomes and their association with deprivation and other equality characteristics
Kelly, L. (Principal Investigator), Csoban, T. (Co-investigator), Stewart, R. (Co-investigator), Burns, N. (Researcher) & Kirkpatrick, R. (Researcher)
1/12/24 → 31/12/25
Project: Knowledge Exchange
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Cancer Medicines Outcomes Programme Interim 23-24
Bennie, M. (Principal Investigator), Kurdi, A. (Co-investigator), Kavanagh, K. (Co-investigator), Mueller, T. (Co-investigator), Dunlop, E. (Principal Investigator), Fontes, P. (Researcher) & Csoban, T. (Researcher)
1/04/23 → 31/03/24
Project: Research
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 AccessFile -
Machine learning-enabled maternal risk assessment for women with pre-eclampsia (the PIERS-ML model): a modelling study
Csoban, 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-E250Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)36 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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Bristish Council Springboard Meeting
Kelly, L. (Organiser), Stewart, R. (Participant), Csoban, T. (Participant), Burns, N. (Participant) & Kirkpatrick, R. (Participant)
26 Feb 2025 → 27 Feb 2025Activity: Participating in or organising an event types › To be assigned
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Mathematics & Statistics Teaching Away Day
Stewart, R. (Organiser), McPike, R. (Organiser), Morrissey, S. (Invited speaker), Willison, D. (Invited speaker), Whoriskey, S. (Invited speaker), Corson, L. (Invited speaker), Miller, A. (Invited speaker), Young, D. (Invited speaker), Pritchard, D. (Invited speaker), Dombi, E. (Participant), Devlin, J. (Participant), McLeay, A. (Participant), Miller, B. H. (Participant), Watret, C. (Participant), D'Ambrosio, H.-M. (Participant), Kelly, L. (Participant), Lesniewska, M. (Participant), Davidson, P. (Participant), Csoban, T. (Participant) & Chen, K. (Participant)
22 May 2024Activity: Participating in or organising an event types › Organiser of special symposia