Area of research
Statistics and Probability · Pulmonary and Respiratory Medicine
Research interest
Research interests include Cystic Fibrosis Research Advances, Advanced Causal Inference Techniques, Statistical Methods and Bayesian Inference, and Statistical Methods and Inference.
A Bayesian Location-Scale Joint Model for Time-To-Event and Multivariate Longitudinal Data With Association Based on Within-Individual Variability.
Enhancing evidence-based care using trial emulation in electronic health records: real-world effects of empagliflozin in people with type 2 diabetes
Evaluating Long-Term Effectiveness of Cystic Fibrosis Modulator Therapies after Rapid Adoption: A Dual-Approach Study.
Frailty progression following severe infections in adults ≥65 years in US and England: two matched cohort studies
Evaluating the performance of common reference laboratory tests for acute dengue diagnosis: a systematic review and meta-analysis of RT-PCR, NS1 ELISA, and IgM ELISA
The Risks of Risk Assessment: Causal Blind Spots When Using Prediction Models for Treatment Decisions
Evaluating the performance of common reference laboratory tests for acute dengue diagnosis: a systematic review and meta-analysis of RT-PCR, NS1 ELISA, and IgM ELISA.
Individualized Prediction of Platelet Transfusion Outcomes in Preterm Infants With Severe Thrombocytopenia
Individualized Prediction of Platelet Transfusion Outcomes in Preterm Infants With Severe Thrombocytopenia.
G-formula with multiple imputation for causal inference with incomplete data.
Emulating an existing trial of treatments for prostate cancer using real-world data: challenges and lessons learned
G-formula with multiple imputation for causal inference with incomplete data
Multiple Imputation of Missing Covariates When Using the Fine–Gray Model
Causal machine learning for heterogeneous treatment effects in the presence of missing outcome data
Emulating an existing trial of treatments for prostate cancer using real-world data: challenges and lessons learned.
The Risks of Risk Assessment: Causal Blind Spots When Using Prediction Models for Treatment Decisions.
Associations of prior wasting malnutrition with later indicators of glucose tolerance across 4 countries in Africa and Asia: The Severe Acute Malnutrition - the Role of the Pancreas (SAMPA) study
PD09 Life expectancy of patients with xeroderma pigmentosum: evidence from a UK study
Causal machine learning for heterogeneous treatment effects in the presence of missing outcome data.
How Do Early Weight Trajectories Explain Social Inequalities in Lung Function in Children With Cystic Fibrosis?: A Longitudinal Interventional Disparity Effects Analysis With Time-varying Mediators and Intermediate Confounders.
Investigating impacts of health policies using staggered difference-in-differences: the effects of adoption of an online consultation system on prescribing patterns of antibiotics
Effects of deprescribing from inhaled corticosteroids in people with cystic fibrosis: protocol for a target trial emulation using the UK CF Registry.
Associations of prior wasting malnutrition with later indicators of glucose tolerance across 4 countries in Africa and Asia: The Severe Acute Malnutrition - the Role of the Pancreas (SAMPA) study.
Trial emulation to assess the effect of surgery on survival when there are competing risks, with application to patients with thoracic aortic aneurysms.
Effects of azithromycin in young adults with cystic fibrosis: a protocol for emulating a published randomised controlled trial using registry data.
Multiple Imputation of Missing Covariates When Using the Fine-Gray Model.
Diagnosis of human leptospirosis: systematic review and meta-analysis of the diagnostic accuracy of the Leptospira microscopic agglutination test, PCR targeting Lfb1, and IgM ELISA to Leptospira fainei serovar Hurstbridge
Prediction Under Interventions: Evaluation of Counterfactual Performance Using Longitudinal Observational Data
Prediction Under Interventions: Evaluation of Counterfactual Performance Using Longitudinal Observational Data.
Diagnosis of human leptospirosis: systematic review and meta-analysis of the diagnostic accuracy of the Leptospira microscopic agglutination test, PCR targeting Lfb1, and IgM ELISA to Leptospira fainei serovar Hurstbridge.