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Matthew Sperrin

The University of Manchester

SCHOLARLY PAPERS

4

DOWNLOADS

272

TOTAL CITATIONS

1

Scholarly Papers (4)

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1.

Larger Sample Sizes are Needed When Developing a Clinical Prediction Model Using Machine Learning in Oncology: Methodological Systematic Review

Number of pages: 40 Posted: 08 May 2024
Biruk Tsegaye, Kym I. E. Snell, Lucinda Archer, Shona Kirtley, Richard Riley, Matthew Sperrin, Ben van Calster, Gary Collins and Paula Dhiman
University of Oxford, University of Birmingham, University of Birmingham, University of Oxford - Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences (NDORMS), University of Birmingham, The University of Manchester, KU Leuven - Department of Development and Regeneration, University of Oxford and University of Oxford - Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences (NDORMS)
Downloads 171 (444,808)
Citation 1

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Keywords: machine learning, oncology, sample size, prediction model, systematic review, methodology

2.

Calibmsm: An R Package for Calibration Plots of the Transition Probabilities in a Multistate Model

Number of pages: 29 Posted: 21 Jun 2024
Alexander Pate, Matthew Sperrin, Richard Riley, Ben van Calster and Glen P. Martin
The University of Manchester, The University of Manchester, University of Birmingham, KU Leuven - Department of Development and Regeneration and The University of Manchester
Downloads 44 (1,157,785)

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Clinical prediction models, calibration, model evaluation, multistate, multi-state, R

3.

Comparative Effectiveness of Second-Line Glucose-Lowering Therapies on Dementia Risk in Type 2 Diabetes: A Target Trial Emulation Using Electronic Primary Care Data

Number of pages: 33 Posted: 30 Apr 2026
Bright C. Ofoha, Yuan Tian, Li-Chia Chen, Martin K. Rutter, Eleni Domzaridou, Dorina Cadar, David A. Jenkins, Matthew Sperrin and Yun-Ting Huang
The University of Manchester, The University of Manchester, The University of Manchester, The University of Manchester, University of Oxford, University College London - Department of Behavioural Science and Health, The University of Manchester, The University of Manchester and The University of Manchester
Downloads 40 (1,359,097)

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Dementia, target trial emulation, thiazolidinediones, type 2 diabetes milletus, sodium-glucose cotransporter 2 inhibitors

4.

External Evaluation of the Manchester Score in a Contemporary Sclc Cohort

Number of pages: 19 Posted: 23 Jun 2025
Charlie Cunniffe, Matthew Sperrin, Gerard Walls, Fiona Blackhall and Gareth Price
Faculty of Biology, Medicine and Health, University of Manchester, The University of Manchester, Belfast Health and Social Care Trust, The Christie NHS Foundation Trust and affiliation not provided to SSRN
Downloads 17 (1,491,251)

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Real-world data, Prognostic model, Validation, Small-cell Lung Cancer (SCLC)