This has been brewing in medicine for years. Unless we rethink how medicine is taught and practiced, and embrace AI, other specialties will follow. « “Hassle factor” and profession being “too stressful” were among the top two reasons for leaving practice. » radiologybusiness.com/topics/healt...

Which AI solutions do our radiologists prefer ? Here’s the NPS of a dozen AI solutions we’ve been using routinely for more than 5 years at 3R Swiss Imaging Network, presented today at the Swiss Congress of Radiology👇 What about you ?

We spent years worried AI would replace radiologists first. Meanwhile, everyone’s using ChatGPT as their primary care doc. Primary care runs on high-volume, low-complexity visits. That’s exactly what AI is best at. GPs didn’t see it coming. Neither did we.

Voice is becoming one of the biggest things in healthcare AI today. We will likely type less and talk more with machines, sooner than we think. Ex. : Open Evidence now speaks ! 👇

Healthcare is often considered a single “vertical” in AI startups. But from the inside, it feels like a very horizontal vertical. Different workflows, incentives, cultures, economics… sometimes within the same hospital. One reason healthcare AI is both promising and hard to scale.

HLTH Europe Amsterdam this June 👇 Got my own “Pokémon card” 😄 What makes this event special ? 2 days dedicated to Radiology! #HLTHrad Right people, same room, silos down 🚀

Gold Morning ! ☀️

In healthcare, you only understand how game-changing AI is once you use it. What strikes me most is how reliably opinions flip. The skeptic radiologist goes from “I don’t need this” to “I can’t imagine working without it.” Not occasionally. Almost every time.

Very soon, in radiology and medical centers using AI, you will hear: “Do you remember when we didn’t have it ? How did we manage ?” Institutions without AI won’t just lag, they’ll struggle to attract and retain physicians.

Real-world practice suggests the opposite: imaging keep increasing, not decreasing Although there is certainly a lot of unnecessary imaging, the fact that it is still carried out indicates it fulfills a need beyond appropriateness guidelines radiologybusiness.com/topics/healt...

Gold Morning ! ☀️ 🚀

An AI delivering more in the messy real world, than on the (already outstanding) original clinical validation publication … that’s the power of ⁦‪@gleamer_ai‬⁩ , now part of ⁦‪@RadNetImaging‬⁩ DeepHealth 🚀 #radiology #AI ⁦‪#BIRAI26‬⁩ London

Every time I open a radiology case, I wonder: why do we get the date of birth… but not the patient’s age at the exam? Why make reporting more complex than it needs to be? Or is it a benevolent way to keep radiologists sharp with daily mental math?

AI will likely report most X-rays near-autonomously within 3–5 years. We may soon have AI generating reports instantly… while radiologists still wait for the RIS loading wheel to open them.

It’s not #ECR anymore. It’s the European Congress of… Radiology AI.

Excellent article about the recent acquisition of ⁦‪@gleamer_ai‬⁩ by #RadNet 👇 « RadNet has allocated over $340M to acquisitions already in 2026. Leaders discuss why and what’s next » radiologybusiness.com/topics/healt...

Every year while reviewing the #ECR program, I think: “This year won’t be that different.” Every year, I’m wrong. Radiology absorbs AI at impressive speed. Our conferences now move at the speed of tech. 🚀 #ECR2026 #radiology #AI

In overstretched radiology departments, improving diagnostic accuracy with AI is not enough. We also need measurable efficiency gains. This study from my colleagues at 3R shows the way: +13.4% reporting speed for knee MRI with full AI integration and auto-filled reports. 🚀

Radiology is a fascinating specialty. But after years of training, I realized full-time reading room, 10 h/day, wasn’t for me. Today, I operate at the intersection of radiology, AI, startups, & investing. I shared this unconventional journey on the AJR podcast with Dr. Sid Dogra from NYU 👇

AI doubles detection of advanced chronic liver disease using a cardiac ECG 🫀 Liver on cardiac ECG … Surprising ? Not if you remember biology is interconnected. What AI can do, and we can’t: connect the dots at scale 🚀 www.nature.com/articles/s41...

I used to think the first step to becoming a great investor was joining an investment firm. There’s another, more natural way : Make money → invest it well → capital comes to you Many think investing starts with permission. It usually starts with money.

AI-supported mammography screening showed consistently favourable outcomes compared with standard double reading, with non-inferior interval cancer rate, fewer aggressive interval cancers, higher sensitivity, same specificity, and (radically) reduced workload ! www.thelancet.com/journals/lan...

Gold Morning ! 🚀

Join us tomorrow to dive into #AI in #Neuroradiology with @TheASNR ! 👇 See you tomorrow!!

New book… night night 🌙

Gold Morning ! #purplesky

« As investors hunt for durable moats in environment of collapsing software costs, clinical #AI stands out: proprietary data, regulatory clearances & clinical validation create defensibility that a weekend coding project cannot replicate» A must read ! morgancheatham.substack.com/p/breyer-cap...

🎙️ Excited to participate next week in the first #AI #Webinar of the American Society of Neuroradiology about : - AI tools in neuroradiology - AI literacy for neuroradiologists - Pathways to clinical adoption I will also talk about adoption in Europe. See you there ! 😃

Thrilled to participate in Segmed Bytes of Innovation #webinar ! 🎙️ In this session, we’ll unpack how AI is used in real world, the value it delivers in daily practice, the challenges of adoption, and the key trends shaping its future. Registration link in the comments 👇 See you there ! 🚀

Thrilled to participate in Segmed Bytes of Innovation #webinar ! 🎙️ In this session, we’ll unpack how AI is used in real world, the value it delivers in daily practice, the challenges of adoption, and the key trends shaping its future. Registration link in the comments 👇 See you there ! 🚀

Time to read … good week end ! 📖

Gold morning ! 🌟

A lot of radiologists I’ve met genuinely like routine exams: simple, predictable, low-risk. I never did. Routine bores me. Whenever I’m doing repetitive work, my immediate thought is: a machine should be doing this.

If there’s one thing AI should replace, it’s not radiologists it’s “copy-paste”, “login”, error messages, spinning wheels, and the endless clicks that distract us from our real work and piss us off !

The season for diagnosing sinusitis on brain MRI has officially begun

In the AI era, one question tells you everything about your future : What makes you different from ChatGPT?

⏳ Just 2 weeks to go ! The @RSNA Spotlight #Course on #Radiology #AI comes to Barcelona, Oct 16–17. 🇪🇸 Two intense days on everything you need to know about AI in radiology, from safe adoption to real-world deployment. ✅ Registration still open, seats limited ! #Radiology #AI #RSNA

The real M&A game in imaging AI starts now : @GEHealthCare acquires @icometrix 🚀 www.gehealthcare.com/about/newsro...

There are two kinds of radiologists: those who don’t know they miss abnormalities, and those who don’t know they don’t know.

Radiologists are backstabbed every day. While you’re reading 1 case, the universe is quietly loading 10 more in your worklist. You never catch up because unlike other doctors, your worklist is disconnected from patient flow; imaging is done in parallel, and you sit at the end of the funnel.

Friday breaking news 💥 “@TempusAI Announces the Acquisition of @paige_ai, with its strong foundation in #pathology and #AI is rooted in its proprietary dataset of almost 7 million digitized pathology slides that are clinically annotated” www.tempus.com/news/tempus-...

Zero-shot audio prompting of GPT-4o & Sonnet 3.5 lets radiologists report 2× faster with 2× fewer errors vs Nuance Dragon !!! Soon, we won’t subscribe to traditional tools or our local RIS, we’ll go straight to OpenAI & friends. Times are changing 🚀 link.springer.com/article/10.1...

Radiologist confession : Ever smelled your dictaphone ? Surprisingly… not bad.

The images can be messy, but the report should be crisp and concise. That’s what separates the artists from the crowd in radiology.

LLMs will flood the world with AI-generated content. Soon, it’ll be hard to tell what’s human, what’s machine, and what’s true. The value of human domain experts will only grow. 🚀

Things have shifted. I see many smart, skeptical people (in the best sense) now using ChatGPT to reason, search &even fact-check, not just write. Some trust its answers at face value. But it’s still a language model that mimics reasoning. Have we forgotten what it really is ?

Reading articles about radiology AI in peer-reviewed journals is like looking at a star, what you see is already in the past. 💫 read more 👇 medium.com/@amine.korch...

We, physicians, tend to think we “own” our specialty. But the truth is: we own nothing. Read more 👇 medium.com/@amine.korch...

5 years ago, AI in radiology was fringe. Today, it dominates conferences. Half of NHS trusts use at least 1 AI tool. 30–40% of EU radiologists do too. And we’re just getting started. It’s 2025, and with all its potential for medicine and radiology… it’s still Day 1.

Happy Swiss National Day 🇨🇭 🎉 Bonne fête nationale, schöne Bundesfeier, e buona giornata Svizzera !