How is training on bad data going to give you better results than the current system?
replyWhat kind of embedding helps the AI learn to do a physical exam?
Not to mention patient privacy, I can't even take a still photo of a patient in my current system (even with a hospital-owned camera).
This wouldn't solve the problem of diagnostic standards. Let's say you are a pediatrician and want to predict which kids with bronchiolitis will develop respiratory failure and need the ICU versus the ones who can go home. How do you determine from the body cams which kids had bronchiolitis in the first place? Bronchiolitis is a clinical diagnosis with symptoms that overlap with other respiratory illnesses such as asthma, bacterial pneumonia, croup, foreign body ingestion, etc.
replyyou would have footage of the doctors diagnosing them. I don't understand what you're asking. The body cams have microphones too in case that wasn't clear.
replyIn healthcare, HIPAA/GDPR equivalent would block this. Let's be realistic in our discussion; this is not the same as google buying up a library worth of books, scanning and destroying them
replyThere are other countries, and the patients in them all have similar data
replyOther countries actually don't necessarily have a similar mix of ailments, median patient appearance and style of communication or even recommended course of action and most of the ones with more sophisticated medical care also have strict medical privacy laws. If you're genuinely unaware of this, I'm not sure you're in a position to be making "one year with a camera, how hard can it be" arguments...
reply(Where AI is likely to actually excel in medicine is parsing datasets that are much easier to do context free number crunching on than ER rooms, some of which physicians don't even have access to ...)