43. Yea But...Who Watches the Algorithms?
Contrast and Clarity with the JACR31 Maj

43. Yea But...Who Watches the Algorithms?

For years, the AI conversation in radiology has focused on one question:

Will AI replace radiologists?

But what if we've been asking the wrong question this whole time?


In this episode of Contrast & Clarity with the JACR, Maddi and Jeff sit down with Tessa Cook, MD, PhD to explore one of the biggest unsolved challenges in healthcare AI:

Who watches the algorithms after they are deployed?

AI models don't behave like CT scanners or medications. They can drift, degrade, and encounter new populations, protocols, and real-world conditions long after FDA clearance. That's where Assess-AI, the ACR Data Science Institute's fist national AI monitoring initiative, comes in.

Using large language models to extract findings from radiology reports, Assess-AI creates a scalable way to compare AI predictions against what radiologists actually report.

In other words: Radiologists read the scans. AI reads the scans. And now AI is reading the radiologists.

Join us as we discuss AI governance, post-deployment monitoring, model drift, and why radiology may be uniquely positioned to become healthcare's AI control tower.

Because building AI is one thing. Building systems we can trust is another.


Find the full JACR article here: https://www.jacr.org/article/S1546-1440(26)00231-0/fulltext

Link to the 2026 SIIM-ACR Data Science Summit: https://www.acr.org/Data-Science-and-Informatics/SIIM-DSI-Summit

Det här avsnittet är hämtat från ett öppet RSS-flöde och publiceras inte av Podme. Det kan innehålla reklam.

Avsnitt(54)

53. Out of Slack: When Radiology Ran Out of Room to Bend

53. Out of Slack: When Radiology Ran Out of Room to Bend

What happens when radiology simply can't read any faster?For nearly a decade, radiologists managed to absorb rising imaging volumes, increasing complexity, and a growing workforce shortage while keepi...

23 Aug 23min

52. TLDR August 2026 Issue

52. TLDR August 2026 Issue

The August issue of the JACR is packed with big questions - and in this month's TLDR, we read it so you don't have to. Join Maddi as she breaks down some of the interesting papers and ideas, including...

16 Aug 55min

51. The Signal Illusion in the Match: More Strategy, Same Chaos *CME*

51. The Signal Illusion in the Match: More Strategy, Same Chaos *CME*

Preference signaling was supposed to make the radiology Match smarter: fewer applications, less uncertainty, and a more efficient process for both applicants and programs. But did it actually work?In ...

8 Aug 33min

50. TLDR July 2026 Issue

50. TLDR July 2026 Issue

What do radiology turnaround times, AI-powered software development, MRI helium shortages, and the future of academic radiology all have in common? They are all shaping the future of our specialty - a...

30 Juli 30min

49. Signal vs. Noise: Navigating the Radiology Match

49. Signal vs. Noise: Navigating the Radiology Match

Think matching into diagnostic radiology is all about Step 2 scores and publications? Think again. Behind every successful applicant is something far less obvious: strategy. The rules have changed: pr...

26 Juli 25min

48. Beyond Density: BI-RADS v2025, Advocacy, and the Road Ahead *CME*

48. Beyond Density: BI-RADS v2025, Advocacy, and the Road Ahead *CME*

BI-RADS isn't just getting an update -it's setting up a new foundation for the future of breast imaging. The first major BI-RADS update in more than a decade has arrived - and it's much more than a te...

11 Juli 50min

47. The Government Has Entered the Chat *CME*

47. The Government Has Entered the Chat *CME*

Healthcare policy doesn't have to be boring - and it definitely isn't when it shapes the future of radiology.In this episode, Maddi and Jeff are joined by Robert Optican, MD, FACR to break down the si...

28 Juni 44min

46. TLDR June 2026 Issue

46. TLDR June 2026 Issue

June TLDR: What actually matters this month?Welcome back to TLDR (Too Long Didn't Read) - the monthly series from Contrast & Clarity where we break down the entire monthly JACR issue into the insights...

21 Juni 53min

Populärt inom Hälsa

somna-med-henrik
rss-jossan-nina
inga-beiga-morsor
rss-bara-en-till-om-beroende-medberoende
rss-vuxna-pa-latsas
bullfika
rss-viktmedicinpodden
not-fanny-anymore
sexnoveller-deluxe
johannes-hansen-podcast
brottarbroder
rss-hos-psykologen
angestpodden
sova-med-dan-horning
rss-basta-livet
rss-traningsklubben
rss-angra-inget-3
tyngre-traningssnack
sa-in-i-sjalen
sinnessjukt