Keywords: Clinical trials; clinical trial registries; clinical data harmonisation; evidence synthesis; individual participant data meta-analysis; causal inference; transportability and generalisability; biomedical natural language processing; artificial intelligence and machine learning; biomedical ontologies and terminology mapping; reproducible research; neonatal and child health.

Research focus: Clinical-trial registry harmonisation and data-quality improvement; Biomedical NLP, machine learning, large language models, and ontology-based terminology mapping; Systematic reviews and meta-analysis using individual participant data and aggregate data; Causal inference, transportability, generalisability, and treatment-effect heterogeneity; Reproducible research pipelines; Evidence generation in neonatal and child health, including therapeutic hypothermia for neonatal hypoxic–ischaemic encephalopathy