Diogo Moitinho de Almeida, Sr Data Scientist, Enlitic - Deep Learning in Healthcare Summit #reworkDL

Deep Learning: Modular in Theory, Inflexible in Practice The high-level view of deep learning is elegant: composing differentiable components together trained in an end-to-end fashion. Deep learning seems like a perfect tool for enabling novel medical imaging applications by tackling some of its unique challenges such as large and high-dimensional datasets with unorthodox structure, extremely fine signals, and massive diversity with limited data. The reality isn’t that simple, and the commonly used tools g