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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 stat.APShow all

3 papers · 1 filter

stat.AP2019★ 26 cited

Examining the impact of data quality and completeness of electronic health records on predictions of patients risks of cardiovascular disease

Yan Li, Matthew Sperrin, Glen P. Martin +2

The objective is to assess the extent of variation of data quality and completeness of electronic health records and impact on the robustness of risk predictions of incident cardio…

stat.AP2011

Recovering Direct Effects in Genetics: A Comparison

Matthew Sperrin, Thomas Jaki

In genetics it is often of interest to discover single nucleotide polymorphisms (SNPs) that are directly related to a disease, rather than just being associated with it. Few method…

stat.AP2010★ 1 cited

A Novel Chronic Disease Policy Model

Nathan Green, Duncan Smith, Matthew Sperrin +1

We develop a simulation tool to support policy-decisions about healthcare for chronic diseases in defined populations. Incident disease-cases are generated in-silico from an age-se…

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