I would be curious to hear your opinion on this when you are closer to the end of your residency program. The way medical education programs are structured is inhumane, no amount of money would convince me to go through it in its current form (assuming a north american perspective).
Source: most of my family are in medicine.
Congrats, great to hear a success story. I wish I had the time to do this too. How did you pitch to the publisher so they would find you during development? How did you find a publisher?
What's missing here is the risk of the medical device not performing as expected on real patients. These risks are usually mitigated reasonably by medical device manufacturers and designers such that it doesn't matter that "AI medical devices" are not trained on real patient data.
The FDA keeps a database of all adverse events reported by manufacturers or healthcare systems [1], so we can check in a few years if these AI medical devices are causing an uptick of complaints.
I have tried NAM but with limited success in modeling some time-based effects (e.g. octave shifting). However, I have not tried to model reverb effects.
Is it possible to model reverb using a neural network (e.g. wavenet or LSTMs) for real-time use? Is this what something like Neural DSP is doing under the hood?