GRU-DF: A Temporal Model with Dynamic Imputation for Missing Target Values in Longitudinal Patient Data - Zhao, Yijun; Berretta, Matias; Wang, Tong; Chitnis, Tanuja (Proceedings (IEEE International Conference on Healthcare Informatics. Online), 2020)
Keywords: Data models; disease progression; gated recurrent unit (GRU); longitudinal data; missing value imputation; Multiple sclerosis; Performance gain; Predictive models; recurrent neural network (RNN); temporal model; time series; Time series analysis; Training