International, multi-cohort research projects I have contributed to, from ongoing EU-funded infrastructure work to earlier machine-learning and clinical-algorithm development.
Management of the development of the Central Data Repository.
Development of the automated mapping of the cohort studies in Europe. Standardization and harmonisation of the clinical data questionnaires.
Member of the coordination work package delegated to working with the data-management and statistical work-packages, and coordination of the analysis of the COVID-19 long-term-sequelae cohort data.
Development of the clinical algorithm for diagnosis of community-acquired respiratory-tract infections.
Development of the machine-learning-based variable selection for prediction of sepsis in hospitalized patients.
Development of the machine-learning methodology to measure impact of antibiotic therapy on the carriage of extended-spectrum beta-lactamases (ESBLs).