Another reminder that public LLMs may not be doing what you think they are doing.

We CT scanned an Apple Vision Pro! We also scanned two Meta headsets. Here’s what we found inside, and what it says about the two companies’ approach to AR/VR and to hardware development in general. 🧵

Happy enjoy darkness in the middle of the day like a radiologist day to those who celebrate

Epic enters the AI post-deployment surveillance chat. 👀

🐰 vs machine learning algorithm.

(from David Souther linkedin.com/posts/ford-pri…)

This is an amazing opportunity for a highly skilled data scientist!

ataraxis.rippling-ats.com/job/771230/dat…

Medical imaging deep learning checklist for reproducibility, just published in Journal of Imaging Informatics in Medicine.

Check out the expert list included. 👀

👇

If you feed AI an MRI, it will happily write a detailed and very convincing diagnosis...

even if the patient is a dead salmon.

Dr. Laura Heacock, MD is an Associate Professor in the Department of Radiology and Director of Clinical Breast MRI NYU Langone Health. At NYU, she leads clinical work on the use of AI for breast cancer detection & risk prediction in medical imaging.

View all speakers: nejm.ai/3In5two

There seems to be some non-medical confusion on how egregious a finding Claude made up on the recent post.

This is an example of what it hallucinated in an apparently normal MRI. It's not subtle (edema, shift described by Claude).

For a radiologist, this is not a…

Please don’t use public-facing VLMs for medical image interpretation.

Claude “found” an ugly, unmissable glioma. Per this post, there was no glioma on the real images. This caused some confusion and some back and forth with the interpreting radiologist who did not call the…

Taking notes. 😂

The CAPTCHA returns incorrect because the AI clicked on a mammogram that was radiologist-occult on its software but not when using a different AI program. Different test sets. 😅

Match Day 2024 is today! Good luck to all the medical students who are matching -- we hope you land in the residency of your dreams! #Match2024
#RadRes #radiology

Oh no, it’s now in the radiology lit too.

LLMs are great for translation or smoothing out writing, but you have to 1) check your work and 2) acknowledge their use.

And whoever peer reviewed this probably should take some time to reflect. 👀

I am officially using this to teach trainees.