Clinical insights to improve medical deep learning design: A comprehensive review of methods and benefits

Different clinically-inspired methods are surveyed, including clinical insights used at different stages of deep learning design for three-dimensional (3D) computed tomography (CT) image data, highlighting different ways in which domain-specific knowledge can be used in the design of deep learning systems.