Deep Learning in Cardiology

arXiv:1902.11122v5 Announce Type: replace-cross
Abstract: The medical field is creating large amount of data that physicians are unable to decipher and use efficiently. Moreover, rule-based expert systems are inefficient in solving complicated medical tasks or for creating insights using big data. Deep learning has emerged as a more accurate and effective technology in a wide range of medical problems such as diagnosis, prediction and intervention. Deep learning is a representation learning method that consists of layers that transform the data …

abstract arxiv big big data cs.ai cs.cv cs.lg data deep learning expert insights medical medical field physicians systems tasks technology type