A Fresh Perspective on Deep Learning for Medical Time-Series Imputation

Information Science, Computer Science, Artificial Intelligence, Medicine, Medical Laboratory Science, Medical Imaging,
deep learning   medical time series   data imputation   electronic health records   inductive bias   missing data   benchmarking  

A New Perspective on Deep Learning for Medical Time-Series Imputation — An Interpretation of the Review “How Deep Is Your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation” 1. Academic Background and Research Motivation With the ongoing development of healthcare informatization, Electronic Health Records (EHRs) have bec...