Because it is the most general way to model a problem, deep learning has the potential to solve the most challenging ... and can approximate any arbitrary function with enough neurons, especially ...

One key mathematical method in training these algorithms is Dice loss, which measures how accurately the algorithms identify various parts of an image. In this method, the deep learning algorithm ...

In this article, I will shed some light on the five fields worth watching out for in the next 10 years if you want to solve problems with ... of the intricate deep learning structure, which ...