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List of works by Matthew Sperrin

47 Inadequacy of Existing Clinical Prediction Models for Predicting Mortality Post Transcatheter Aortic Valve Implantation

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

scientific article

A comparison of methods for estimating the temporal change in a continuous variable: Example of HbA1c in patients with diabetes

scientific article

A contemporary risk model for predicting 30-day mortality following percutaneous coronary intervention in England and Wales.

scientific article published on 17 February 2016

A multiple-model generalisation of updating clinical prediction models.

scientific article

A protocol for a systematic review to identify allergenic tree nuts and the molecules responsible for their allergenic properties

scientific article published on 05 June 2017

A review of statistical updating methods for clinical prediction models

scientific article

Access and non-access site bleeding after percutaneous coronary intervention and risk of subsequent mortality and major adverse cardiovascular events: systematic review and meta-analysis.

scientific article published on April 2015

Adiposity-Mortality Relationships in Type 2 Diabetes, Coronary Heart Disease, and Cancer Subgroups in the UK Biobank, and Their Modification by Smoking

scientific article published on 03 July 2018

Antibiotic prescribing patterns in general medical practices in England: Does area matter?

scientific article published on 19 July 2018

Association of comorbid burden with clinical outcomes after transcatheter aortic valve implantation

scientific article published on 20 July 2018

Blood transfusion after percutaneous coronary intervention and risk of subsequent adverse outcomes: a systematic review and meta-analysis.

scientific article

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

scientific article published on June 2015

Body mass index trajectories across adulthood and smoking in relation to prostate cancer risks: the NIH-AARP Diet and Health Study

article

Calculating when elective abdominal aortic aneurysm repair improves survival for individual patients: development of the Aneurysm Repair Decision Aid and economic evaluation

scientific article published on April 2015

Chronic obstructive pulmonary disease exacerbation episodes derived from electronic health record data validated using clinical trial data

scientific article published on 05 August 2019

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

scientific article

Clinical prediction models to predict the risk of multiple binary outcomes: a comparison of approaches

scientific article published on 26 October 2020

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.

scientific article

Cohort Multiple Randomised Controlled Trials (cmRCT) design: efficient but biased? A simulation study to evaluate the feasibility of the Cluster cmRCT design

scientific article

Collider Bias Is Only a Partial Explanation for the Obesity Paradox

scientific article published on 05 April 2016

Comment on 'New-onset type 2 diabetes, elevated HbA1c, anti-diabetic medications, and risk of pancreatic cancer'.

scientific article published on May 2016

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

scientific article

Cytochrome P1B1 (CYP1B1) polymorphisms and ovarian cancer risk: a meta-analysis

scientific article published on 29 September 2012

Dealing with under-reported variables: An information theoretic solution

article published in 2017

Developing clinical prediction models when adhering to minimum sample size recommendations: The importance of quantifying bootstrap variability in tuning parameters and predictive performance

scientific article published on 08 October 2021

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

scientific article published in January 2015

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

scientific article published on 01 November 2019

Direct effects testing: a two-stage procedure to test for effect size and variable importance for correlated binary predictors and a binary response.

scientific article published on October 2010

Do frailty measures improve prediction of mortality and morbidity following transcatheter aortic valve implantation? An analysis of the UK TAVI registry

scientific article published on 30 June 2018

Do patients have worse outcomes in heart failure than in cancer? A primary care-based cohort study with 10-year follow-up in Scotland.

scientific article published on 3 May 2017

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

scientific article published on 02 August 2019

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

scientific article published on 18 December 2018

Effect of access site, gender, and indication on clinical outcomes after percutaneous coronary intervention: Insights from the British Cardiovascular Intervention Society (BCIS).

scientific article published on 18 April 2015

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

scientific article published on 29 September 2017

Engaging parents using web-based feedback on child growth to reduce childhood obesity: a mixed methods study

scientific article published on 13 March 2019

Evaluation of biases present in the cohort multiple randomised controlled trial design: a simulation study

scientific article

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

scientific article published on 11 November 2019

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

scientific article

Explicit causal reasoning is needed to prevent prognostic models being victims of their own success

scientific article published on 01 December 2019

Features of asthma which provide meaningful insights for understanding the disease heterogeneity.

scientific article

Framework to construct and interpret latent class trajectory modelling

scientific article published on 07 July 2018

How much is too much? Threshold dose distributions for 5 food allergens.

scientific article published on 12 January 2015

How unmeasured confounding in a competing risks setting can affect treatment effect estimates in observational studies

scientific article published on 31 July 2019

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

scientific article published on 01 July 2018

IMPACT: a generic tool for modelling and simulating public health policy.

scientific article

Identification of Asthma Subtypes Using Clustering Methodologies

scientific article

Impact of age on the prognostic value of left ventricular function in relation to procedural outcomes following percutaneous coronary intervention: Insights from the British cardiovascular intervention society

scientific article published on 27 November 2014

Impact of co-morbid burden on mortality in patients with coronary heart disease, heart failure, and cerebrovascular accident: a systematic review and meta-analysis.

scientific article published in January 2017

Impact of operator volume for percutaneous coronary intervention on clinical outcomes: what do the numbers say?

scientific article published on 01 January 2016

Inadequacy of existing clinical prediction models for predicting mortality after transcatheter aortic valve implantation ⬇️

scientific article

Increased Radial Access Is Not Associated With Worse Femoral Outcomes for Percutaneous Coronary Intervention in the United Kingdom.

scientific article published in February 2017

Interaction between co-morbidities and cancer survival

scientific article published on 24 August 2019

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

scientific article

Investigating heterogeneity of effects and associations using interaction terms

scientific article published on 21 September 2017

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

scientific article published on 30 July 2013

Is There a Relationship of Operator and Center Volume With Access Site-Related Outcomes? An Analysis From the British Cardiovascular Intervention Society

scientific article

Longitudinal trajectories of severe wheeze exacerbations from infancy to school age and their association with early-life risk factors and late asthma outcomes

scientific article published on 21 January 2020

Making audit actionable: an example algorithm for blood pressure management in chronic kidney disease

scientific article published on 14 November 2014

Metformin, Diabetes, and Survival among U.S. Veterans with Colorectal Cancer-Letter.

scientific article published on 15 May 2017

Modelling time to event with observations made at arbitrary times ⬇️

scientific article published on July 16, 2012

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

scientific article published on 13 November 2017

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

scientific article published on 08 July 2020

Multivariable and Bayesian Network Analysis of Outcome Predictors in Acute Aneurysmal Subarachnoid Hemorrhage: Review of a Pure Surgical Series in the Postinternational Subarachnoid Aneurysm Trial Era.

scientific article published on 31 July 2017

Nodal stage migration and prognosis in anal cancer: a systematic review, meta-regression, and simulation study ⬇️

scientific article published on 09 August 2017

North-South disparities in English mortality1965-2015: longitudinal population study

scientific article published on 7 August 2017

Novel United Kingdom prognostic model for 30-day mortality following transcatheter aortic valve implantation

scientific article published on 7 December 2017

Obesity paradox and mortality in adults with and without incident type 2 diabetes: a matched population-level cohort study.

scientific article published on 10 March 2017

Our data, our society, our health: A vision for inclusive and transparent health data science in the United Kingdom and beyond

scientific article published on 25 March 2019

Outcome-sensitive multiple imputation: a simulation study

scientific article

PB.11: Identifying women at high risk of developing breast cancer: implications of adjusting for inter-observer variability in visual analogue scale assessment of percentage breast density.

scientific article published on 8 November 2013

Post-2000 growth trajectories in children aged 4-11 years: A review and quantitative analysis

scientific article published on 12 March 2019

Pre-Implantation Balloon Aortic Valvuloplasty and Clinical Outcomes Following Transcatheter Aortic Valve Implantation: A Propensity Score Analysis of the UK Registry.

scientific article published on 18 February 2017

Pre-procedural risk models for patients undergoing transcatheter aortic valve implantation

scientific article published on 01 November 2018

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

scientific article published on 14 December 2015

Predicting mortality from change-over-time in the Charlson Comorbidity Index: A retrospective cohort study in a data-intensive UK health system

scientific article

Predictive models for arteriovenous fistula maturation.

scientific article

Predictors of Outcome in Traumatic Brain Injury: New Insight Using Receiver Operating Curve Indices and Bayesian Network Analysis

scientific article

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

scientific article published on July 2015

Quantifying the longitudinal value of healthcare record collections for pharmacoepidemiology.

scientific article published on 22 October 2011

Recovering independent associations in genetics: a comparison.

scientific article published in August 2012

Relationship between prescribing of antibiotics and other medicines in primary care: a cross-sectional study

scientific article published on 17 December 2018

Relative Survival After Transcatheter Aortic Valve Implantation: How Do Patients Undergoing Transcatheter Aortic Valve Implantation Fare Relative to the General Population?

scientific article published on 17 October 2017

Response to 'Can collider bias fully explain the obesity paradox?'

scientific article published on 26 May 2017

Risk-reducing surgery increases survival in BRCA1/2 mutation carriers unaffected at time of family referral

scientific article published on 20 November 2013

Same-Day Discharge After Elective Percutaneous Coronary Intervention: Insights From the British Cardiovascular Intervention Society

scientific article published on 01 August 2019

Slowing down of adult body mass index trend increases in England: a latent class analysis of cross-sectional surveys (1992-2010).

scientific article published on 2 September 2013

Study investigating the generalisability of a COPD trial based in primary care (Salford Lung Study) and the presence of a Hawthorne effect

scientific article published on 25 October 2018

Temporal improvements in loco-regional failure and survival in patients with anal cancer treated with chemo-radiotherapy: treatment cohort study (1990-2014)

scientific article published on 14 January 2020

Temporal trends in relative survival following percutaneous coronary intervention

scientific article published on 19 February 2019

The Authors Respond

scientific article published on 01 March 2017

The Obesity Paradox and Mortality After Colorectal Cancer: A Causal Conundrum

scientific article published on 01 September 2016

The Obesity Paradox in Cancer: a Review

scientific article

The Transferability of Generic Minimally Invasive Surgical Skills: Is There Crossover of Core Skills Between Laparoscopy and Arthroscopy?

scientific article published in March 2016

The interaction between prognostic and pharmacodynamic biomarkers.

scientific article published on 03 September 2013

Tilting the lasso by knowledge-based post-processing.

scientific article

Training safer orthopedic surgeons. Construct validation of a virtual-reality simulator for hip fracture surgery

scientific article

Troponin-only Manchester Acute Coronary Syndromes (T-MACS) decision aid: single biomarker re-derivation and external validation in three cohorts

scientific article

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

scientific article

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

scientific article published on 02 August 2018

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

scientific article published on 21 January 2016

Young adulthood body mass index, adult weight gain and breast cancer risk: the PROCAS Study (United Kingdom)

scientific article published on 23 March 2020

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