Workshop Schedule
BRIDGE Workshop (Bridging Regulatory Science and Medical AI)
Date: September 23, 2025
Program Overview
Below is the planned program for the BRIDGE workshop. Minor timing updates may occur; please check back closer to the event date.
Session 1 — Keynotes
| Time | Title | Speaker |
|---|---|---|
| 08:00–08:10 | Introduction to BRIDGE | Ghada Zamzmi |
| 08:10–08:45 | Accelerating AI Model Development and Evaluation with Regulatory Science | Dr. Nicholas Petrick (FDA) |
| 08:45–09:20 | Bridging Innovation and Reality: Toward Next-Generation Imaging AI Validation | Dr. Lena Maier-Hein (DKFZ) |
| 09:20–09:55 | Perspective on the Challenges of Taking Surgical AI Research to the Patient | Dr. Danail Stoyanov (UCL) |
| 10:00–10:30 | Coffee Break | |
Session 2 — Posters
| Time | Title | Authors |
|---|---|---|
| 10:30–10:40 | Evaluation of Deformable Image Registration under Alignment–Regularity Trade-off | Vasiliki Sideri-Lampretsa, Daniel Rueckert, Huaqi Qiu |
| 10:40–10:50 | Some Hidden Traps of Confidence Intervals in Medical Image Segmentation: Coverage Issues | Pascaline André, Charles Heitz, Evangelia Christodoulou, Annika Reinke, Carole H. Sudre, Michela Antonelli, M. Jorge Cardoso, Antoine Gilson, Sophie Tezenas du Montcel, Gaël Varoquaux, Lena Maier-Hein, Olivier Colliot |
| 10:50–11:00 | Three Countries, Three Continents: AI Medical Device Regulation and Certification in the US, EU, and South Korea | Kanjar De, Alireza Salehi |
| 11:00–11:10 | FDA’s PCCP: Opportunities and Gaps | Niklas Babendererde, Amin Ranem, Moritz Fuchs, Camila Gonzalez, Henry John Krumb, Anirban Mukhopadhyay |
| 11:10–11:20 | Enabling PSO-Secure Synthetic Data Sharing Using Diversity-Aware Diffusion Models | Mischa Dombrowski, Bernhard Kainz |
| 11:20–11:30 | From Data to Value: Gaps in Federated Learning Evaluation for Clinical Deployment in Medical Imaging | Beatriz Garcia Santa Cruz, Jaleh Shoshtarian Malak, Hanna Ćwiek-Kupczyńska, Venkata Satagopam |
Session 3 — Panel Discussion
| Time | Topic | Participants |
|---|---|---|
| 11:30–12:30 | From Challenge to Change: Regulatory‑Driven Medical AI Innovation |
Panelists: Dr. Ben Glocker, Dr. Nicholas Petrick, Dr. Federica Zanca, Dr. Suhyeong Park, Dr. Oliver Eidel; Industry Panelist TBA Moderator: Dr. Thijs Kooi |