Dr Matthew Sperrin PhD

Senior Lecturer

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Publications

  1. 2021
  2. Accepted/In press

    Estimating the causal effect of BMI on mortality risk in people with heart disease, diabetes and cancer using Mendelian Randomisation

    Jenkins, D. A., Wade, K., Carslake, D., Bowden, J., Sattar, N., Loos, R., Timpson, N., Sperrin, M. & Rutter, M. K., 11 Feb 2021, (Accepted/In press) In: International Journal of Cardiology.

    Research output: Contribution to journalArticlepeer-review

  3. 2020
  4. Accepted/In press

    A scoping review of causal methods enabling predictions under hypothetical interventions

    Lin, L., Sperrin, M., Jenkins, D. A., Martin, G. & Peek, N., 30 Dec 2020, (Accepted/In press) In: Diagnostic and Prognostic Research.

    Research output: Contribution to journalArticlepeer-review

  5. Accepted/In press

    Continual updating and monitoring of clinical prediction models: time for dynamic prediction systems?

    Jenkins, D. A., Martin, G., Sperrin, M., Riley, R., Debray, T. P. A., Collins, G. S. & Peek, N., 7 Dec 2020, (Accepted/In press) In: Diagnostic and Prognostic Research.

    Research output: Contribution to journalArticlepeer-review

  6. Accepted/In press

    Penalisation and shrinkage methods can produce unreliable clinical prediction models especially when sample size is small

    Riley, R., Snell, K. I. E., Martin, G., Whittle, R., Whittle, L., Sperrin, M. & Collins, G. S., 3 Dec 2020, (Accepted/In press) In: Journal of Clinical Epidemiology.

    Research output: Contribution to journalArticlepeer-review

  7. Published

    Informative presence and observation in routine health data: A review of methodology for clinical risk prediction

    Sisk, R., Lin, L., Sperrin, M., Barrett, J. K., Tom, B., Diaz-Ordaz, K., Peek, N. & Martin, G. P., 9 Nov 2020, In: Journal of the American Medical Informatics Association : JAMIA. 28, 1, p. 155-166 12 p.

    Research output: Contribution to journalArticlepeer-review

  8. Published
  9. Published

    Toward a framework for the design, implementation, and reporting of methodology scoping reviews

    Predictive Healthcare Analytics Group, 1 Nov 2020, In: Journal of Clinical Epidemiology. 127, p. 191-197 7 p.

    Research output: Contribution to journalComment/debatepeer-review

  10. E-pub ahead of print

    Clinical Prediction Models to Predict the Risk of Multiple Binary Outcomes: a comparison of approaches

    Martin, G., Sperrin, M., Snell, K. I. E., Buchnan, I. & Riley, R. D., 26 Oct 2020, In: Statistics in medicine.

    Research output: Contribution to journalArticlepeer-review

  11. Published

    Prediction models for covid-19 outcomes: Reasons to be cautious

    Sperrin, M. & McMillan, B., 21 Oct 2020, In: British Medical Journal. 371, p. m3777 2 p.

    Research output: Contribution to journalEditorialpeer-review

  12. Published

    Adaptive Symptom Monitoring using Hidden Markov Models - an Application in Ecological Momentary Assessment

    Hulme, W. J., Martin, G. P., Sperrin, M., Casson, A. J., Bucci, S., Lewis, S. & Peek, N., 15 Oct 2020, In: IEEE Journal of Biomedical and Health Informatics. PP, p. 1-1 1 p.

    Research output: Contribution to journalArticlepeer-review

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