Viewing profile — themantalope

Not to mention shoulder MRs can be hard to read. Findings can be subtle and have to be interpreted in context with the exam, symptoms etc.

lol yea I wasn’t going to put in a full dictation on the internet but clearly a lot of misinterpretations from the AI

That’s a good question. My understanding is that medical images are part of a patients record (so they must be available for the patient or other docs at the request of the patient…

Somewhat. During residency I developed models for detecting liver tumors in MRI imaging. Like you said, highly specialized and a lot of manual work developing the dataset. There ar…

I mostly do interventional radiology, which is more similar to a surgical specialty than a diagnostic radiology practice. We do a lot of procedures , see patients in our clinic, ha…

Radiologist. I don’t read MR shoulder exams in my day to day practice, but from the few pictures shown , I can’t conclusively disagree with the original report. These models are ge…

Not sure. Image reconstruction/generation is a computationally intensive process, and in recent years DL based methods for improve image reconstruction have advanced fields like mu…

MRI uses EM radiation in the radiowave frequency band. This is using sound.

If you could obtain volumetric/3D ultrasound data that was not operator dependent, that would be great. US is a good diagnostic tool, but it can be challenging to read because obta…

Other than the shapes of the tissues in the images, there is no anatomic detail. Wouldn't be useful for diagnostics. It's substantially worse than conventional ultrasound.

radiologist here - example images don't look great

I’ve switched to open code and openrouter. I only did the $20/month subscription since 9/2025 It was great for about 5 months, amazing in fact. I under utilized it. For the past mo…

There is a lot in this comment I agree with, however I think may universities have backed themselves into a corner with the degree of tuition inflation that has taken place over th…

Interesting but how would this prevent against “off-chain” collusion? A fraudulent seller captures brokers on the buy and sell side? Seller backs out of the deal unless they know w…

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A few points based on comments I’m seeing about the article. This method of ultrasound treatment is called histotripsy. The underlying mechanism it uses to treat tumors is by focus…

Haha, I’m also an IR with AI research experience. My view is much more in line with yours and this interpretation. Another point - I think many people (including other clinicians) …

I am an interventional radiologist. I’ve done procedures to embolize the prostate (helps shrink it), and gonadal vein embolization (for varices). The gonadal veins are in a differe…

I'm working on a niche market document product with LLM powered search and data extraction. Ive been developing with nextjs for the frontend and using pdftron for rendering PDFs in…

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Now in my fifth year of residency after finishing medical school, the effects of sleep debt are astounding. It’s difficult to describe how much better I feel and energetic I am whe…

I made an app for text and reverse image search. I’m a radiologist. https://raddex.ai

That’s the basic idea. You’ll still get some heating of tissue as ultrasound waves pass through other tissue but won’t be destructive. Radiation therapies use similar principles bu…

Saw some talks on this at the CIO meeting last month. Data so far is good but technique is limited to solid organs than can be targeted on ultrasound. Regardless it’s an interestin…

I made a search engine for radiologists (I’m also a radiologist). Have some articles indexed. Working on indexing videos and streamlining the backend processing. Front end is next …