APH - Mental Health APH - Methodology Affiliatie UvA Assistant Professor, Medical Informatics

Specialization

  • Natural Language Processing and Generation
  • Large Language Models
  • Multimodal Machine Learning
  • Synthetic Data Generation
  • Explainable and Uncertainty-Aware AI

Focus of research

I focus on methodology for machine learning, natural language processing, knowledge graphs, and computer vision with a focus on problems in healthcare, including diagnostic and prognostic models, synthetic data generation, explainable AI, uncertainty quantification, clinical LLM training and evaluation.