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M. Sperrin

15 papers hereh-index 436.7k citations232 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author2
  • middle author11

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • stat.ME10
  • stat.AP3
  • cs.DL1
  • cs.LG1
same name
  • M. Sperrin — 5 papers, h 2
  • M. Sperrin — 2 papers, h 4
  • M. Sperrin — 1 paper, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20102025
most citedClinical Prediction Models to Predict the Risk of Multiple Binary Outcomes: a comparison of approaches

35 citations · 104 across the 15 of their papers we have counts for

collaborators
Showing 2020Show all

3 papers · 1 filter

stat.ME2020★ 1 cited

A scoping review of causal methods enabling predictions under hypothetical interventions

Lijing Lin, Matthew Sperrin, David A. Jenkins +2

Background and Aims: The methods with which prediction models are usually developed mean that neither the parameters nor the predictions should be interpreted causally. However, wh…

stat.ME2020★ 35 cited

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

Glen P. Martin, Matthew Sperrin, Kym I. E. Snell +2

Clinical prediction models (CPMs) are used to predict clinically relevant outcomes or events. Typically, prognostic CPMs are derived to predict the risk of a single future outcome.…

cs.DL2020★ 34 cited

Towards a Framework for the Design, Implementation and Reporting of Methodology Scoping Reviews

Glen P. Martin, David Jenkins, Lucy Bull +10

Background: In view of the growth of published papers, there is an increasing need for studies that summarise scientific research. An increasingly common review is a 'Methodology s…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.