Matthew Sperrin

11.0k citations

161 papers · 4.4k indexed · 3 hit papers · h-index 37

Impact in

Health Informatics top 1%
Cardiology and Cardiovascular Medicine top 2%
- Acute Myocardial Infarction Research
- Heart Failure Treatment and Management
- Cardiovascular Function and Risk Factors
- Cardiac Valve Diseases and Treatments

Papers in

Statistics and Probability 30
- Advanced Causal Inference Techniques 15
- Statistical Methods and Bayesian Inference 9
Applied Microbiology and Biotechnology 4

Co-authors: Iain Buchan Andrew G. Renehan Glen P. Martin Hannah Lennon Ellena Badrick Niels Peek Mamas A. Mamas Evangelos Kontopantelis
Journals: Journal of Clinical Epidemiology (8 papers)BMJ Open (8 papers)Statistics in Medicine (6 papers)BMC Medical Research Methodology (5 papers)British Journal of Cancer (5 papers)
Partner nations: United Kingdom United States Netherlands

In The Last Decade

Matthew Sperrin

155 papers receiving 4.3k citations

Hit Papers

align trajectories log scale

Evaluation of clinical prediction models (part 1): from development to external validation 2024 · 183 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2024 BMJ
2020 Nature Machine Intelligence
2016 Current Oncology Reports

Peers

Countries citing papers authored by Matthew Sperrin

Since Specialization

Citations

This map shows the geographic impact of Matthew Sperrin's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Matthew Sperrin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Matthew Sperrin more than expected).

Fields of papers citing papers by Matthew Sperrin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Matthew Sperrin. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Matthew Sperrin. The network helps show where Matthew Sperrin may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Matthew Sperrin, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Matthew Sperrin Line = papers co-authored together Matthew Sperrin links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Uncertainty of risk estimates from clinical prediction models: rationale, challenges, and approaches BMJ ·Richard D Riley, Gary S. Collins, Sven P. Dressler, Kym I E Snell, Joie Ensor, Rebecca Whittle, Paula Dhiman, Maarten van Smeden, Xiaoxuan Liu, Joseph Alderman, Krishnarajah Nirantharakumar, Yu. S. Vorona, Andrew J. Westwood, Jean‐Baptiste Cazier, Karel G. M. Moons, Glen P. Martin, Matthew Sperrin, Alastair K. Denniston, Frank E. Harrell, Lucinda Archer	2025	5
2	Pre-treatment magnetic resonance imaging in anal cancer: large-scale evaluation of mrT, mrN and novel staging parameters British Journal of Cancer ·Hema Sekhar, Rohit Kochhar, Bernadette M. Carrington, Charlie Mbossio, Damian Tolan, Lee Malcomson, Mark Saunders, Matthew Sperrin, David Sebag‐Montefiore, Marcel van Herk, Andrew G. Renehan	2024	0
3	Exploring the value of routinely collected data on EQ-5D-5L and other electronic patient-reported outcome measures as prognostic factors in adults with advanced non-small cell lung cancer receiving immunotherapy SHILAP Revista de lepidopterología ·Joanne E. Gesty, David Wong, Fábio Gomes, Corinne Faivre‐Finn, Otto Mohr, Matthew Sperrin, Janelle Yorke, Sabine N van der Veer	2024	2
4	Development, Validation, and Clinical Utility of Electronic Patient-Reported Outcome Measure-Enhanced Prediction Models for Overall Survival in Patients With Advanced Non–Small Cell Lung Cancer Receiving Immunotherapy JCO Clinical Cancer Informatics ·Joanne E. Gesty, Sabine N van der Veer, Fábio Gomes, Corinne Faivre‐Finn, Janelle Yorke, Matthew Sperrin	2024	1
5	Defining, identifying and addressing problematic polypharmacy within multimorbidity in primary care: a scoping review BMJ Open ·啓輔森, Matthew Sperrin, Thomas Blakeman, Rupert Payne, Darren M. Ashcroft	2024	2
6	Six-year performance of risk-based selection for lung cancer screening in the Manchester Lung Health Check cohort SHILAP Revista de lepidopterología ·Rose L. Henriques, Haval Balata, Hilary A. Robbins, Richard Booton, Matthew Sperrin, Philip Crosbie	2024	1
7	Overweight‐years and cancer risk: A prospective study of the association and comparison of predictive performance with body mass index (Atherosclerosis Risk in Communities Study) International Journal of Cancer ·L. ENGELSEN, Matthew Sperrin, Glen P. Martin, Corinne E. Joshu, Roberta Florido, Elizabeth A. Platz, Andrew G. Renehan	2023	3
8	Identifying prior signals of bipolar disorder using primary care electronic health records: a nested case–control study British Journal of General Practice ·Catharine Morgan, Darren M. Ashcroft, Carolyn Chew‐Graham, Matthew Sperrin, Roger T. Webb, 和茂小峯, Jan Scott, Alison R. Yung	2023	2
9	Association between nebuliser therapies adherence and visit-to-visit variability of FEV1 in patients with cystic fibrosis Journal of Cystic Fibrosis ·David Drummond, Pauline Whelan, Matthew Sperrin	2023	5
10	Evaluation of Prognostic and Predictive Models in the Oncology Clinic Clinical Oncology ·S. M. Lewis, Zakarya Djama, Alan McWilliam, Gareth Price, Matthew Sperrin, Sabine N van der Veer, Corinne Faivre‐Finn	2021	12
11	Infection-related complications after common infection in association with new antibiotic prescribing in primary care: retrospective cohort study using linked electronic health records BMJ Open ·Mónika Szepes, Victoria Palin, Emily K. McCoy, Matthew Sperrin, Andrew White, William Welfare, Darren M. Ashcroft, Tjeerd van Staa	2021	8
12	Consistency of variety of machine learning and statistical models in predicting clinical risks of individual patients: longitudinal cohort study using cardiovascular disease as exemplar BMJ ·Li Yan, Matthew Sperrin, Darren M. Ashcroft, Tjeerd van Staa	2020	80
13	Informative Observation in Health Data: Association of Past Level and Trend with Time to Next Measurement. PubMed ·Matthew Sperrin, Emily Petherick, Ellena Badrick	2017	7
14	Can we identify people with higher pancreatic cancer risk who present with type 2 diabetes Diabetologia ·Ellena Badrick, Hannah Lennon, Matthew Sperrin, Tjeerd van Staa, Derek O’Reilly, Iain Buchan, Andrew G. Renehan	2017	2
15	Cloudy with a Chance of Pain: Engagement and Subsequent Attrition of Daily Data Entry in a Smartphone Pilot Study Tracking Weather, Disease Severity, and Physical Activity in Patients With Rheumatoid Arthritis JMIR mhealth and uhealth ·Shirley Pamela Goyzueta Masías, Karen Spencer, Jamie C. Sergeant, Matthew Sperrin, David M. Schultz, John Ainsworth, Rashmi Lakshminarayana, Bruce Hellman, Ben James, John McBeth, Caroline Sanders, William G Dixon	2017	50
16	Effect of weekend admission on process of care and clinical outcomes for the management of acute coronary syndromes: a retrospective analysis of three UK centres BMJ Open ·Glen P. Martin, Tim Kinnaird, Matthew Sperrin, 登呂平片羽, 培仁徐, Avais Jabbar, Chun Shing Kwok, Diane Barker, Grant Heatlie, Azfar Zaman, Mamas A. Mamas	2017	15
17	The Transferability of Generic Minimally Invasive Surgical Skills: Is There Crossover of Core Skills Between Laparoscopy and Arthroscopy? Journal of surgical education ·Kash Akhtar, Kapil Sugand, Л А Чаговец, D.M. Stamilio, Matthew Sperrin, Nigel J. Standfield, Justin Cobb, Chinmay Gupte	2016	15
18	Predictors of Outcome in Traumatic Brain Injury: New Insight Using Receiver Operating Curve Indices and Bayesian Network Analysis PLoS ONE ·Zsolt Zádor, Matthew Sperrin, Andrew T. King	2016	28
19	A Two-stage Dynamic Model to Enable Updating of Clinical Risk Prediction from Longitudinal Health Record Data: Illustrated with Kidney Function. PubMed ·Artur Akbarov, Richard Williams, Benjamin Brown, Mamas A. Mamas, Niels Peek, Iain Buchan, Matthew Sperrin	2015	3
20	Primary Care Medication Safety Surveillance with Integrated Primary and Secondary Care Electronic Health Records: A Cross-Sectional Study Drug Safety ·Artur Akbarov, Evangelos Kontopantelis, Matthew Sperrin, Susan Jill Stocks, Richard Williams, Sarah Rodgers, Anthony Avery, Iain Buchan, Darren M. Ashcroft	2015	33

About Matthew Sperrin

Matthew Sperrin is a scholar working on Statistics and Probability, Applied Microbiology and Biotechnology, Health Information Management, Geriatrics and Gerontology and Health Informatics, having authored 161 papers that have together received 4.4k indexed citations. Recurring topics across this work include Health Systems, Economic Evaluations, Quality of Life (28 papers), Machine Learning in Healthcare (23 papers), Chronic Disease Management Strategies (16 papers), Advanced Causal Inference Techniques (15 papers), Acute Myocardial Infarction Research (14 papers), Cancer Risks and Factors (11 papers), Nutritional Studies and Diet (9 papers) and Statistical Methods and Bayesian Inference (9 papers). The work is most often cited by research in Health Informatics (117 citations), Cardiology and Cardiovascular Medicine (1.1k citations), Health Information Management (193 citations), Geriatrics and Gerontology (156 citations) and Statistics and Probability (243 citations). Matthew Sperrin has collaborated with scholars based in United Kingdom, United States and Netherlands. Frequent co-authors include Iain Buchan, Andrew G. Renehan, Glen P. Martin, Hannah Lennon, Ellena Badrick, Niels Peek, Mamas A. Mamas, Evangelos Kontopantelis, Peter Ludman and Chun Shing Kwok. Their work appears in journals such as Journal of Clinical Epidemiology, BMJ Open, Statistics in Medicine, BMC Medical Research Methodology and British Journal of Cancer.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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