Justin Cramer

Neuroradiologist at Mayo Clinic Arizona. Interest in all things technology in radiology - AI, 3D printing, digital education.

[Justin Cramer @justincramer]

Things GPT-4 really nails🤯"Demonstrate how to create a 4 x 4 collage from a medical image (e.g. MRI in NII format), each image scaled down to 1/4 of the original resolution, with the top and bottom 10% of images not utilized for the collage, using Python with PIL and SimpleITK"

[Justin Cramer @justincramer]

@rhwiggins @ARRS_Radiology @amyfjuliano @LNLedbetter @nakoontz @kelly_dahlstrom Thanks for the invite! It was a great conference

[Justin Cramer @justincramer]

@jonherochung @Sabena @RSNA @ARRS_Radiology @RadiologyACR @thoracicrad @ESR_Journals I wonder if fluoro exposure contributed? Gotta imagine doses were really high in the 60s and 70s.

[Justin Cramer @justincramer]

@JimGaffigan Schadenessen?

[Justin Cramer @justincramer]

@FangChengYeh That's really great! I haven't tried it, but there is a pretty new way to view Slicer through a web browser: https://t.co/6rdSgb3seq

[Justin Cramer @justincramer]

@AaronCohenGadol That's great - the only CN I can't see on MRI

[Justin Cramer @justincramer]

@BhavyaRehaniMD @CharityH4TW @JennyWeaverMD @H4twUnm Thanks again for the opportunity. Was amazed how many attended.

[Justin Cramer @justincramer]

@JennyWeaverMD Thanks - this was great! By far the most attendees I've ever had for a lecture.

[Justin Cramer @justincramer]

@dave_zander Just like serving up mp3s!

[Justin Cramer @justincramer]

@MP_Hartung @pacsbin @Radiopaedia Nice - thanks. I plan to migrate to @pacsbin after ok from IT. Will have to give @Radiopaedia a try. Talk will discuss entire pipeline, loosely coupled to allow for easy migration.

[Justin Cramer @justincramer]

Sharing my code for creating free scrollable DICOM web quizzes before presentation at AUR. Coding knowledge necessary. Viewer at https://t.co/if6G7ECYlE, DICOM anonymization at https://t.co/bMv2qUrDJO, working example at https://t.co/bhr3iuyQKm. Feedback welcome!

[Justin Cramer @justincramer]

@jasondruzgal Great reference! I was way too into that game. Reminds me of this:

[Justin Cramer @justincramer]

Nice discussion of COVID neuroimaging. Direct viral invasion, cytokine storm, autoimmune, critical illness, hypoxic, delayed post-hypoxic...a lot going on.

https://t.co/UhYtiX7fBU

[Justin Cramer @justincramer]

If you ever want a fun diversion, download this 7T MRI data and load it into Slicer. Pretty awesome - check out that olive: https://t.co/rHJp8sQ2FH

[Justin Cramer @justincramer]

Interesting article about imaging of smartphone addiction in youth. I'm amazed they were able to find healthy controls.
https://t.co/WyqDccrOtw

[Justin Cramer @justincramer]

@ashasarm @callyrobs @cmtomblinson @amyfjuliano @pbunchmd @Ann016p @gunetty @alexandra_foust @ASHNRSociety Thanks! Finally figured out how to easily get it on sketchfab.

[Justin Cramer @justincramer]

Just uploaded and annotated this 3D model of the temporal bone. Segmented from a temporal bone CT and cisternogram: https://t.co/ZwPCEMGG9k

[Justin Cramer @justincramer]

Interesting and kind of scary. Add this to my list of basal ganglia-predominant processes.

https://t.co/7Ak62OdaWa

[Justin Cramer @justincramer]

@jasondruzgal It'd be awesome if all theater movies were sent to streaming for a little while. Only for purchase of course

[Justin Cramer @justincramer]

@CharlesMBlow Agreed. Revolutionary change would be very difficult and require most Americans to really want it. Until then, slow incremental improvement ain't all bad (except hurry up on climate).