2 papers
cs.LG2019
Identifying Sub-Phenotypes of Acute Kidney Injury using Structured and Unstructured Electronic Health Record Data with Memory Networks
Zhenxing Xu, Jingyuan Chou, Xi Sheryl Zhang +10
Acute Kidney Injury (AKI) is a common clinical syndrome characterized by the rapid loss of kidney excretory function, which aggravates the clinical severity of other diseases in a…
cs.LG2018
Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network
Xi Sheryl Zhang, Jingyuan Chou, Fei Wang
With the arrival of the big data era, more and more data are becoming readily available in various real-world applications and those data are usually highly heterogeneous. Taking c…