Matthew Sperrin

发表

Understanding clinical prediction models as ‘innovations’: a mixed methods study in UK family practice

Benjamin Brown, Sudeh Cheraghi-Sohi, Thomas Jaki, 2016, BMC Medical Informatics and Decision Making.

Modelling time to event with observations made at arbitrary times

Iain Buchan, Matthew Sperrin, I. Buchan, 2011, Statistics in medicine.

Digital biomarkers from geolocation data in bipolar disorder and schizophrenia: a systematic review

Simon Harper, Matthew Sperrin, Niels Peek, 2019, J. Am. Medical Informatics Assoc..

Supporting mathematics undergraduates in learning statistics using self-learning materials

Matthew Sperrin, Juhyun Park, Juhyun Park, 2009 .

Recovering Independent Associations in Genetics: A Comparison

Thomas Jaki, Matthew Sperrin, T. Jaki, 2012, J. Comput. Biol..

Calculating when elective AAA repair improves survival for individual patients. The development of the aneurysm repair decision aid (ARDA) and economic evaluation.

Linda Davies, Matthew Sperrin, Eric Carlson, 2014 .

Informative Observation in Health Data: Association of Past Level and Trend with Time to Next Measurement.

Matthew Sperrin, Emily Petherick, Ellena Badrick, 2017, Studies in health technology and informatics.

Dynamic models to predict health outcomes: current status and methodological challenges

Glen P Martin, Matthew Sperrin, Niels Peek, 2018, Diagnostic and Prognostic Research.

Making Audit Actionable: An Example Algorithm for Blood Pressure Management in Chronic Kidney Disease

Iain E. Buchan, Benjamin Brown, Matthew Sperrin, 2014, AMIA.

Outcome-sensitive multiple imputation: a simulation study

Evangelos Kontopantelis, Iain Buchan, Matthew Sperrin, 2017, BMC Medical Research Methodology.

A Two-stage Dynamic Model to Enable Updating of Clinical Risk Prediction from Longitudinal Health Record Data: Illustrated with Kidney Function

Iain E. Buchan, Benjamin Brown, Matthew Sperrin, 2015, MedInfo.

A review of statistical updating methods for clinical prediction models

Thomas Jaki, Iain Buchan, Matthew Sperrin, 2018, Statistical methods in medical research.

Statistical methodology motivated by problems in genetics

Matthew Sperrin, 2010 .

Multiple Testing Procedures with Applications to Genomics

Matthew Sperrin, M. Sperrin, 2010 .

Estimating Mutual Information in Under-Reported Variables

Gavin Brown, Matthew Sperrin, Konstantinos Sechidis, 2016, Probabilistic Graphical Models.

Tilting the lasso by knowledge-based post-processing

Thomas Jaki, Matthew Sperrin, Arnoldo Frigessi, 2016, BMC Bioinformatics.

Development and preliminary validation of a dynamic, patient-tailored method to detect abnormal laboratory test results

Iain E. Buchan, Benjamin Brown, Matthew Sperrin, 2015, MedInfo.

A Novel Chronic Disease Policy Model

Nathan Green, Duncan Smith, Matthew Sperrin, 2010, 1009.0405.

Multiple imputation with missing indicators as proxies for unmeasured variables: simulation study

Matthew Sperrin, Glen P. Martin, 2020, BMC Medical Research Methodology.

Raiders of the lost HARK: a reproducible inference framework for big data science

Iain E. Buchan, Mo Wang, Matthew Sperrin, 2019, Palgrave Communications.

Human activity recognition from inertial sensor time-series using batch normalized deep LSTM recurrent networks

Alexander J. Casson, Tahmina Zebin, Matthew Sperrin, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

e-Labs and the Stock of Health Method for Simulating Health Policies

Iain E. Buchan, Martin O'Flaherty, Simon Capewell, 2013, MedInfo.

Probabilistic relabelling strategies for the label switching problem in Bayesian mixture models

Ernst Wit, Thomas Jaki, Matthew Sperrin, 2010, Stat. Comput..

Interface design recommendations for computerised clinical audit and feedback: Hybrid usability evidence from a research-led system

Iain E. Buchan, Benjamin Brown, Matthew Sperrin, 2016, Int. J. Medical Informatics.

Multi-method laboratory user evaluation of an actionable clinical performance information system: Implications for usability and patient safety

Iain E. Buchan, Benjamin Brown, Matthew Sperrin, 2018, J. Biomed. Informatics.

Dealing with under-reported variables: An information theoretic solution

Gavin Brown, Mikel Luján, Matthew Sperrin, 2017, Int. J. Approx. Reason..

Experimental designs for detecting synergy and antagonism between two drugs in a pre‐clinical study

Matthew Sperrin, Anne Whitehead, Chris Harbron, 2015, Pharmaceutical statistics.

A multiple‐model generalisation of updating clinical prediction models

Glen P Martin, Iain Buchan, Matthew Sperrin, 2017, Statistics in medicine.

Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used

Iain Buchan, Matthew Sperrin, Niels Peek, 2021, 2021 IEEE 9th International Conference on Healthcare Informatics (ICHI).

Investigation of the robustness of two models for assessing synergy in pre-clinical drug combination studies.

Matthew Sperrin, Anne Whitehead, Ting-Li Su, 2013, Pharmaceutical statistics.

Body mass index relates weight to height differently in women and older adults: serial cross-sectional surveys in England (1992–2011)

Iain E. Buchan, Matthew Sperrin, I. Buchan, 2016, Journal of public health.

Clinical prediction in defined populations: a simulation study investigating when and how to aggregate existing models

Iain Buchan, Matthew Sperrin, Niels Peek, 2017, BMC Medical Research Methodology.

Primary Care Medication Safety Surveillance with Integrated Primary and Secondary Care Electronic Health Records: A Cross-Sectional Study

Evangelos Kontopantelis, Iain Buchan, Matthew Sperrin, 2015, Drug Safety.

Predicting heart failure decompensation using cardiac implantable electronic devices: a review of practices and challenges

Matthew Sperrin, I. Buchan, J. McMurray, 2016, European journal of heart failure.

Who Self-Weighs and What Do They Gain From It? A Retrospective Comparison Between Smart Scale Users and the General Population in England

Iain Buchan, Matthew Sperrin, Angela Chieh, 2016, Journal of medical Internet research.

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

Matthew Sperrin, Karen Spencer, Caroline Sanders, 2017, JMIR mHealth and uHealth.

Prediction models for diagnosis and prognosis of covid-19 infection: systematic review and critical appraisal

Richard D Riley, Kym I E Snell, Gary S Collins, 2020 .

Correcting for rater bias in scores on a continuous scale, with application to breast density

Iain Buchan, Matthew Sperrin, Lawrence Bardwell, 2013, Statistics in medicine.

Quantifying the longitudinal value of healthcare record collections for pharmacoepidemiology.

James Weatherall, Iain Buchan, Matthew Sperrin, 2011, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Collider Bias Is Only a Partial Explanation for the Obesity Paradox

Iain Buchan, Matthew Sperrin, Ellena Badrick, 2016, Epidemiology.

Do population-level risk prediction models that use routinely collected health data reliably predict individual risks?

Matthew Sperrin, Darren M. Ashcroft, Alexander Pate, 2019, Scientific Reports.

Using marginal structural models to adjust for treatment drop‐in when developing clinical prediction models

Glen P Martin, Iain Buchan, Matthew Sperrin, 2017, Statistics in medicine.