We train on real records, and even though they are de-identified in training we still have to keep the model closed and under careful management to protect against the possibility of information leaking.

We are, though, definitely invested in this corner of research, and want to be able to work with others to push medical AI forward.

Given that, the best model for us is to collaborate on an engagement-by-engagement basis. For now we'd look to find ways to do the work directly involving LLMD within our systems.

If you research in the field and have some ideas, I'd love to chat!