Now
What I am focused on, updated 30 September 2026
New paper in JACR: monitoring that helps radiology AI deliver
Across 20 centers and 4.5 years, 91% of radiologists adopted AI, and where it was integrated into the reading workflow, radiologist-adjusted report turnaround time was 26% lower for trauma radiography and 18% lower for knee MRI. What needs work: 7.2% of AI results still arrived after the report was finalized, and 72% of AI latency was data routing, not the algorithm, so timing can be improved through integration. Read the paper · Accepted manuscript and five things to measure. Next: EuSoMII webinar on AI timing and monitoring, 12 November 2026, 18:00 CET (details to follow).Leading R&D at the 3R Swiss Imaging Network
Multi-vendor AI across 20+ centers: governance under the EU AI Act, real-world evidence, and the next wave of deployments.TWIN-X (Horizon Europe)
Explainable digital twins for patient representations. The 3R network is a clinical validation partner, running 2026 to 2030.BRIDGE-RAD (EU Innovative Health Initiative)
A new IHI consortium coordinated by Philips, with 3R as a partner. In grant preparation.Building an LLM for radiology report quality
Within my R&D at 3R, an LLM that scores radiology report quality against a reference standard: concordance, discrepancy detection, and ambiguity metrics, with a radiologist dashboard. Built for post-market quality monitoring.Advising through Medlogic
Helping hospitals and radiology networks govern imaging AI: adoption, EU AI Act readiness, and post-market monitoring. A few engagements open per quarter.Publishing a weekly radiology AI digest
A curated brief on peer-reviewed studies, industry, and regulation. Read it here.Building Rad AI Graph
A typed knowledge graph of radiology AI literature. Open the explorer.Speaking
Recent and upcoming stages: HLTH, RSNA, EuSoMII, SIIM.Off the clock
Training for the next marathon, about 30 km a week. Learning French and Italian, reading, and caring for my daughters.
This is a now page, a snapshot of current focus rather than a full bio.