Elmar Diederichs

Mathematician HealthCare Futurists GmbH

Fokustag, 01. September 2025

2:20 PM Synthetic data, real impact: Generative AI for medical imaging

-How generative AI can address fundamental challenges of AI in healthcare, including limited data sets and privacy restrictions.

-The potential of synthetic medical images to support fairer and more generalizable models and improve diagnostic workflows in radiology and oncology.

-Current limitations and open challenges in evaluating generative models, including clinical relevance, realism, and unintended artifacts.

1. Konferenztag, 02. September 2025

1:50 PM APPLICATION OF SYNTHETIC DATA IN CLINICAL TRIALS AND PHARMACEUTICAL RESEARCH

-Learn about practical applications of synthetic data in clinical trial design, patient simulation, and rare disease research.

-Discuss key challenges, including regulatory acceptance, data quality validation, and ethical considerations.

-Share strategies for integrating synthetic datasets to improve model training, study diversity, and data protection.

Check out the incredible speaker line-up to see who will be joining Elmar.

Download The Latest Agenda