AI

EU AI Act brings radiology AI oversight into daily practice
By Claudia Tschabuschnig
A new opinion paper calls on European imaging departments to strengthen AI auditing and monitoring in patient care.
July 21, 2026
The European Parliament in Brussels approved the EU AI Act in 2024, establishing a risk-based regulatory framework for artificial intelligence, including high-risk medical AI systems.
Radiologists can identify three out of four AI-generated images
By Amerigo Allegretto
Radiologists found it particularly difficult to distinguish between real and AI-generated CT and MR images.
July 17, 2026
Top eight incorrectly classified synthetic images (Most convincing fake images). Images A, B, C, D, E, F, G and H were the most infrequently correctly classified images at 24%, 43%, 59%, 64%, 69%, 71%, 71% and 73% respectively. All images are AI-generated. Images A, B and C are head CTs. Images D and E are chest CTs. Image F is a cardiac CT. Image G is a musculoskeletal MRI. Image H is a head MRI. Images are republished under a Creative Commons license (CC BY 4.0).
Incorrect AI suggestions influence reader performance on mammography
By Amerigo Allegretto
The biggest impact on reader performance stemmed from false-negative AI suggestions.
July 14, 2026
A normal mammogram confirmed by three-year radiologic follow-up illustrates reader-marked regions of interest (ROIs) during (A) unaided (round 1) and (B) artificial intelligence (AI)–assisted (round 2) reading. Each colored dot represents an ROI for recall by a human reader. Readers could mark more than one ROI per case, represented by multiple dots of the same color. During AI-assisted reading, the AI system displayed three visible prompts: two with suspicion of malignancy scores of 35% (left mediolateral oblique [L MLO] and craniocaudal [L CC]) and one with a suspicion of malignancy score of 10% (right craniocaudal [R CC]), shown as polygonal overlays. Without AI, six of 10 readers (60%) marked a false-positive ROI. With AI assistance, this fell to two of 10 (20%). R MLO = right mediolateral oblique.
The cost of AI, and finding its breakeven point
By Claudia Tschabuschnig
Who pays, what, where, and when: speakers at the Royal College of Radiologists' Global AI Conference dug into what AI actually costs and when, if ever, it pays for itself.
July 9, 2026
Who's paying, and for what, is the question that actually decides whether AI in healthcare gets funded.
AI aims to decode targeted radiotherapy response
By Claudia Tschabuschnig
Same administered activity, different results. Speakers at the Royal College of Radiologists’ 2nd Annual Global AI Conference argued AI could help move targeted radionuclide therapy beyond a one-size-fits-all approach toward more precise, personalized treatment.
July 8, 2026
Experts at the Royal College of Radiologists’ 2nd Annual Global AI Conference discussed how AI could help move cancer care toward more personalized treatment, from targeted radionuclide therapy dosing to drug discovery.
RCR: Agentic AI is off the leash, and already a workhorse for health systems
By Claudia Tschabuschnig
The technical crowd took the stage at the 2nd Annual Global AI Conference in London last week, to show radiologists where agentic AI is running, how it operates across a spread of autonomy, and why only the highest tiers demand serious governance.
July 7, 2026
Dr. Rowland Illing, chief medical officer at Amazon Web Services (AWS) and a former interventional radiologist.
Most patients want to know if AI being used for imaging reports
By Amerigo Allegretto
Most patients want disclosure about whether AI is being used for their imaging reports.
June 30, 2026
Patient Cancer Doctor 400 (1)
More work than relief: AI in the wrong seat, RCR census finds
By Claudia Tschabuschnig
AI adoption is climbing fast across U.K. radiology and cancer services, but put in the wrong room, it creates more noise than signal.
June 29, 2026
AI adoption is growing across UK imaging and cancer services, but workforce shortages persist-
Coreline Soft, Mint Medical partner on AI-enabled lung cancer screening
By AuntMinnie.com staff writers
Partnership initially focuses on Germany.
June 19, 2026
Business Handshake Intelligence Sm
One tool, many rulebooks: How the world is and isn't regulating medical AI
By Claudia Tschabuschnig
AI is reshaping radiology faster than regulators can keep up. From Brussels to Dubai to Seoul, most are still writing their own rules.
June 12, 2026
Hospitals across Europe, here in Katowice, Poland, are deploying AI tools in clinical workflows, but the regulatory infrastructure to oversee them is still catching up.
The great AI debate: Expensive failure or vital prerequisite?
By Philip Ward
The spotlight fell brightly on AI at Tuesday's plenary session at the U.K. Imaging and Oncology Congress. The global expert panel scrutinized the current status of AI and the challenges ahead.
June 10, 2026
Think more deeply about the structural, procedural, or operational bottlenecks stacking on top of one another, Dr. Rizwan Malik told UKIO delegates.
AI gives a boost to cardiac MRI risk prediction
By Kate Madden Yee
Accurate risk prediction for coronary heart disease helps clinicians guide patient therapy and follow-up.
June 10, 2026
C-index for Cox regression and random survival forests models using two feature sets. Adding historical registry data decreases the C-index for Cox regression but increased it for the random survival forests model, consistent with the non-linear structure in the registry data.
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