I sent a lady today to a radiologist for a core biopsy of a likely malignancy.

And a man to a radiologist for a lumbar perineural injection.

And a person to a radiologist for a subacromial bursa injection.

And a month ago I sent a woman to a radiologist to have adenomyosis embolised.

Also talked to a patient today who I will probably send to a radiologist to have a postnephrectomy urinary leak embolised.

Is an LLM going to do that ?

There is the another issue.

If AI commoditises a skill, competent people with options will just shift to another skill while offloading the commoditised skill to someone else.

Due to automated ECG interpretation built into every machine, reimbursement has plummeted. So I have let my ECG interpretation skills rust while focusing on my neurology and movement disorder skills.They are fun ... I also did part of a master's in AI decades ago ( Prolog, Lisp , good times, machine vision, good times...)

So now if someone needs a ECG, I am probably going to send them to a cardiologist who will do a ECG, Holter, Echo, Stress Echo etc. Income for the nice friendly cardiologist, extra cost and time for the patient and the health system.

I can imagine like food deserts, entire AI deserts in medicine that nobody want to work in. A bit like geriatrics, rural medicine and psychiatry these days.

The goal of the healthcare system isn't to make sure that the doctors get paid big bucks. It is, allegedly, to heal people.

Automating as much of that as possible and making healthcare more accessible should be pursued. Just like automated ECG interpretation made basic ECG more accessible.

> Due to automated ECG interpretation built into every machine

Oof - I hope the tools you're using as a physician are better than in the field as a paramedic.

I have never met a Lifepak (or Zoll) that doesn't interpret anything but the most textbook sinus rhythm in pristine conditions as "ABNORMAL ECG - EVALUATION NEEDED".

Interventional radiology is clearly different and requires more training than plain radiology reading images.