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researcher

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 2023 · stat.MEShow all

2 papers · 2 filters

stat.ME2023★ 4 cited

Risk-based decision making: estimands for sequential prediction under interventions

Kim Luijken, Paweł Morzywołek, Wouter van Amsterdam +14

Prediction models are used amongst others to inform medical decisions on interventions. Typically, individuals with high risks of adverse outcomes are advised to undergo an interve…

stat.ME2023

Calibration plots for multistate risk predictions models: an overview and simulation comparing novel approaches

Alexander Pate, Matthew Sperrin, Richard D. Riley +9

Introduction. There is currently no guidance on how to assess the calibration of multistate models used for risk prediction. We introduce several techniques that can be used to pro…

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