Data science
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- Fairness by design: End-to-end bias evaluation for LLM-generated dataAACR Special Conference in Cancer Research: Artificial Intelligence and Machine Learning 
- Using large language models for scalable extraction of real-world progression events across multiple cancer typesAACR Special Conference in Cancer Research: Artificial Intelligence and Machine Learning 
- Characterisation of oncology EHR-derived real-world data in the UK, Germany, and JapanESMO Real-World Data and Digital Oncology 



