Thanks Satyam! That's glass half full if I read it correctly. Working models that need to be integrated into a workflow. What kind of firms are we talking about that could do that?
(I know nothing of this tbh, except I once had a demo of a radiologist back when the gamma knife was introduced, have a colleague who became a radiotherapist and a friend who works in ML for Philips medical.)
It’s definitely possible to do, and many companies are able to do it (eg RapidAI). I’m also not an expert in this specific problem, but there are HIPAA/privacy/security concerns that need to be addressed with the radiology department and IT team. Once those have been handled, there is some kind of API available to integrate the model.
(I know nothing of this tbh, except I once had a demo of a radiologist back when the gamma knife was introduced, have a colleague who became a radiotherapist and a friend who works in ML for Philips medical.)