Invited Talks

• Agentic AI for Healthcare: Collaborating with Humans, for Humans, and among Humans
  at BMVA Symposium on Advancing Medical Care with AI Agents (2026)

• Climbing the Data Heterogeneity Ladder of Medical Imaging AI
  at Technical University of Munich (2025)

• Towards Data-efficient Healthcare Machine Learning: Few-shot & Zero-shot Learnings, and Beyond
  at Institute of Biomedical Engineering, University of Oxford (2024)

• Generalizable, data-efficient, and uncertainty-aware medical image computing
  at Department of Computer Science, University of Birmingham (2023)

• Generalizable medical image segmentation
  at AIM Lab, Technical University of Munich (2022)
  at Imaging Biomarkers and Computer-Aided Diagnosis Lab, NIH Clinical Center (2022)