in many settings for, you know, many different patient populations." And so from my perspective that's really at the end of the day what's most important: does it work on real patients and is it reliable? The excitement generated by early results has already spurred several research groups to look into the efficacy of CNNs in clinical practice, which could potentially finally get CNNs from the bench to the bedside. I think we're on the third or fourth technological revolution where neural networks are coming to the forefront,