Predictive Modelling using Large Datasets
- Development and validation of a digital biomarker predicting acute kidney injury following cardiac surgery on an hourly basis
- Predicting the onset of delirium on hourly basis in an intensive care unit following cardiac surgery
- Evaluation of random forest and ensemble methods at predicting complications following cardiac surgery
- Unraveling SARS-CoV02 Host-Response Heterogeneity through Longitudinal Molecular Subtyping
Decision Support System Development and User Studies
- Decision support in cardiac surgery: early exploration of requirements with cardiac anesthetists and surgeons
- Definition and classification of postoperative complications after cardiac surgery: pilot delphi study
- Informal dementia caregivers’ experience in Mindfulness-Based Dementia Care: A qualitative study (under peer-review)
Landscape Analyses and Scoping Reviews in Advanced Analytics and Public Health
- Dynamic prediction of patient outcomes in the intensive care unit: A scoping review of the state-of-the-art
- Cardiac adverse events associated with remdesivir in COVID-19 patients: a systematic review and meta-analysis of randomized controlled trials
- Predictive data analytics in telecare and telehealth: a systematic scoping review
- Decision support tools in adult long-term care facilities: scoping review
Dr. Linda Lapp 