Contrast & Clarity Podcast

🤔Radiology education is having its “wait…why are we still doing it this way?” moment. Resident-led peer learning + flipped classrooms aren’t just trendy—they’re 🔥 more effective, more engaging, and way less passive than the old-school model. 🥄Less spoon-feeding. More thinking. More ownership. More growth. 🎧 Listen now before a new episode drops this weekend 👉shorturl.at/IJyhO @Mahan_Mathur @JACRJournal @YaleRadiology @YaleMed #Radres #Radiology #Radtwitter #MedEd

📣Radiology residency shouldn’t be assembly-line education. 🦚Personalized training—targeted to each resident’s skills, gaps, and career path—should be the new standard. 🎯 Listen to the most recent episode of ✨Contrast & Clarity✨ with the @JACRJournal to hear how residency education is advancing 💪 🎧shorturl.at/IJyhO @Mahan_Mathur @YaleRadiology @YaleMed #Radres #Radiology #Radtwitter

Radiology education is under pressure♨️. So why are we still teaching like it’s 2010? In the latest episode of ✨Contrast & Clarity✨ with the @JACRJournal, we break down AI tools, outsourced didactics, flipped classrooms, peer learning — and ask: is the traditional education model sustainable? 🎧Listen now: shorturl.at/dFRcF #Radres #Radiology #Medtwitter #Radtwitter

Don't miss the latest episode of ✨Contrast & Clarity with the @JACRJournal✨ where @TinaShiang provided receipts about the growing complexity of inpatient medical imaging! Listen here 🎧 shorturl.at/XCOf6 #Radtwitter #Radres #radiology

The Take Home Message: This isn't just a utilization story. 🏥 It's a systems design story. 🥼 A workforce story. 💪 A sustainability story. Curious - what are you seeing in your hospital? CT/MRI up? Scanner wait times longer? 👇Let's compare notes. We unpacked a lot of this on this week's ✨Contrast & Clarity✨. Listen now wherever you get your podcasts! shorturl.at/RSnC3

5⃣ For radiologists: If you feel busier despite "stable volumes"...you are not imaging it. RVU intensity has changed. Case complexity has changed. Expectations have changed. The denominator isn't the same anymore.

🧵Inpatient imaging is "down." 😟Radiologist workload is...absolutely not. After diving into this topic on the most recent episode of ✨Contrast & Clarity✨, let's talk about what's actually happening inside hospitals. 👇 #Radres #Radiology #Medtwitter

🚨 New Episode Drop 🚨 📉Imaging per patient is down. 📈Radiologist workload is UP. Way up. ‼️CT + MRI utilization climbed — but professional RVUs exploded 🔥 (CT +80%, MRI +90%) 🤔So… are we doing less imaging — or just way more complex imaging? And at what cost to burnout, capacity, and hospital ops? We sat down with @TinaShiang to unpack the data behind a decade of inpatient imaging trends through COVID. This one is about value, volume, and who’s carrying the weight. 🎙️ Listen now 🍏➡️ shorturl.at/rgkZU

5⃣ Would you trust an AI that’s right 99% of the time… if you’re still 100% liable? 👀 Listen to the most recent episode of ✨Contrast & Clarity✨ for more truth bombs 💣 🍏shorturl.at/MCwsR And check out this JACR article from the archives👇

4⃣ Bottom line: AI may reduce medical error overall… …but radiologists need to start thinking NOW about: 📌 explainability 📌 documentation 📌 vendor contracts 📌 standards of care Because the future malpractice case might literally be: “Doctor, why didn’t you listen to the machine?” 😲

🧵When AI is better than the radiologist… who gets sued? 🤔 It's coming...AI models that outperform the "reasonable physician." And when that happens? The standard of care shifts. And liability gets...messy 👇 #Radiology #ArtificialIntelligence #Radres