With most Silicon Valley tech giants spending their R&D monies on Neural Network algorithms, the medical device companies now have access leading edge deep learning techniques. As an example, development is now underway using these techniques to render diagnosis on direct CT and MRI output. What used to take a doctor hours to diagnose anomalies such as cancer, can now be done more accurately and in minutes. We will see many medical start-ups getting better than human performance in the critical areas with their new devices.