Ciarán McInerney
PhD, MSc, BSc
School of Medicine and Population Health
Research Fellow
Researcher; Project manager; Supervisor; Methodological advisor


ciaran.mcinerney@sheffield.ac.uk
+44 114 2XX XXXX
+44 114 2XX XXXX
Regent Court (ScHARR)
Full contact details
Ciarán McInerney
School of Medicine and Population Health
Regent Court (ScHARR)
30 Regent Street
Sheffield
S1 4DA
School of Medicine and Population Health
Regent Court (ScHARR)
30 Regent Street
Sheffield
S1 4DA
- Profile
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Ciarán is experienced in heath-service research, electronic healthcare records, performance analysis, and causal inference. His research interests are applied and methodological with systemic and causal-inference perspectives.
- Publications
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Journal articles
- Quality of life, healthcare usage and finances of UK cancer survivors five years post-diagnosis: a matched controlled study. Journal of Cancer Survivorship. View this article in WRRO
- Implementing an artificial intelligence command centre in the NHS: a mixed-methods study. Health and Social Care Delivery Research, 12(41). View this article in WRRO
- Evaluation of machine learning methods for the retrospective detection of ovarian cancer recurrences from chemotherapy data. ESMO Real World Data and Digital Oncology, 4. View this article in WRRO
- The impact of hospital command centre on patient flow and data quality: findings from the UK National Health Service. International Journal for Quality in Health Care, 35(4). View this article in WRRO
- Tactical positioning behaviours in short-track speed skating: a static and dynamic sequence analysis. Journal of Sports Sciences, 41(8), 727-735. View this article in WRRO
- 508 Scoping the opportunity for pharmacogenomic testing for older people’s medicine optimisation in secondary care. International Journal of Pharmacy Practice, 31(Supplement_1), i41-i42. View this article in WRRO
- Postoperative mortality and complications in patients with and without pre‐operative SARS‐CoV‐2 infection: a service evaluation of 24 million linked records using OpenSAFELY. Anaesthesia.
- Effect of a hospital command centre on patient safety: an interrupted time series study. BMJ Health & Care Informatics Online, 30(1). View this article in WRRO
- Machine learning for risk prediction of oesophago-gastric cancer in primary care: comparison with existing risk-assessment tools. Cancers, 14(20).
- We must start using pharmacogenomic information to optimise medicines for older people. Pharmaceutical Journal, 309(7963). View this article in WRRO
- Patient safety informatics: meeting the challenges of emerging digital health. MEDINFO 2021: One World, One Health – Global Partnership for Digital Innovation, 290, 364-368.
- Tactical positioning in short-track speed skating : the utility of race-specific athlete-opponent interactions. European Journal of Sport Science.
- Collection of cancer Patient Reported Outcome Measures (PROMS) to link with primary and secondary electronic care records to understand and improve long term cancer outcomes: a protocol paper. PLOS ONE, 17(4). View this article in WRRO
- Evaluating the safety and patient impacts of an artificial intelligence command centre in acute hospital care: a mixed-methods protocol. BMJ Open, 12(3).
- The need for causal inference methods to answer causal questions. Anaesthesia, 77(3), 355-356.
- Are regulations safe? reflections from developing a digital cancer decision-support tool. JCO Clinical Cancer Informatics, 5, 353-363.
- Identifying anticholinergic burden in frail older people. Prescriber, 31(11-12), 16-20. View this article in WRRO
- Using a multi-level process comparison for process change analysis in cancer pathways. International Journal of Environmental Research and Public Health, 17(19).
- The use of thermal imaging in assessing skin temperature following cryotherapy: a review. Journal of Thermal Biology, 37(2), 103-110.
Chapters
- Measuring the impact of COVID-19 on hospital care pathways In Montali M, Senderovich A & Weidlich M (Ed.), Lecture Notes in Business Information Processing (pp. 391-403). Springer Nature Switzerland View this article in WRRO
- Research Paper: Process Mining and Synthetic Health Data: Reflections and Lessons Learnt, Lecture Notes in Business Information Processing (pp. 341-353). Springer Nature Switzerland
- Process Mining of Disease Trajectories: A Literature Review, Studies in Health Technology and Informatics IOS Press
Conference proceedings papers
- Process mining of disease trajectories in MIMIC-III: a case study. Process Mining Workshops: ICPM 2020 International Workshops, Padua, Italy, October 5–8, 2020, Revised Selected Papers (pp 305-316). Padua, Italy, 5 October 2020 - 8 October 2020.
- Process Mining of Disease Trajectories: A Feasibility Study. Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (pp 705-712), 24 February 2020 - 26 February 2020.
- A multi-level approach for identifying process change in cancer pathways. Business Process Management Workshops : BPM 2019 International Workshops, Vienna, Austria, September 1–6, 2019, Revised Selected Papers (pp 595-607). Vienna, Austria, 1 September 2019 - 6 September 2019.
Preprints
- Preoperative SARS-CoV-2 and postoperative outcomes, Center for Open Science.
- Causal loops: considerations for study design when adjusting for frailty, Center for Open Science.
- Patient Safety Informatics: Meeting the Challenges of Emerging Digital Health (Preprint), JMIR Publications Inc..
- Quality of life, healthcare usage and finances of UK cancer survivors five years post-diagnosis: a matched controlled study. Journal of Cancer Survivorship. View this article in WRRO
- Professional activities and memberships
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Fellow of the Royal Statistical Society; Previous Chair and Secretary of Leeds-Bradford Royal Statistical Society local group; Royal Statistical Society Conference Board member