2022
- AI-Based Reconstruction for Fast MRI—A Systematic Review and Meta-Analysis (IEEE, February 2022)
- Identifying healthy individuals with Alzheimer neuroimaging phenotypes in the UK Biobank (medRxiv, January 2022)
- Conservative Policy Construction Using Variational Autoencoders for Logged Data With Missing Values (IEEE, January 2022)
2021
- Learning Matching Representations for Individualized Organ Transplantation Allocation (AISTATS, 2021)
- A class-contrastive human-interpretable machine learning approach to predict mortality in severe mental illness (NPJ Schizophrenia, December 2021)
- Disentangled Counterfactual Recurrent Networks for Treatment Effect Inference over Time (December 2021)
- Linked electronic health records for research on a nationwide cohort of more than 54 million people in England: data resource (BMJ, March 2021)
- Prediction of Cardiovascular Disease Risk Accounting for Future Initiation of Statin Treatment (American Journal Of Epidemiology, February 2021)
- Polygenic risk scores in cardiovascular risk prediction: A cohort study and modelling analyses (PLOS Medicine, January 2021)
2020
- OrganITE: Optimal transplant donor organ offering using an individual treatment effect (NeurIPS, 2020)
- Cardiovascular risk prediction using physical performance measures in COPD: results from a multicentre observational study (BMJ, December 2020)
- Independent influences of maternal obesity and fetal sex on maternal cardiovascular adaptation to pregnancy: a prospective cohort study (International Journal of Obesity, June 2020)
- Optimal individualized decision rules from a multi-arm trial: A comparison of methods and an application to tailoring inter-donation intervals among blood donors in the UK (SMMR, May 2020)
2019
2018
- Personalized survival predictions via Trees of Predictors: An application to cardiac transplantation (PLOS One, March 2018)
- Genomic Risk Prediction of Coronary Artery Disease in 480,000 Adults: Implications for Primary Prevention (Journal of the American College of Cardiology, October 2018)
- Risk thresholds for alcohol consumption: combined analysis of individual-participant data for 599 912 current drinkers in 83 prospective studies (The Lancet, April 2018)
