8 citations · 14 across the 3 of their papers we have counts for
4 papers
Outcome-Driven Clustering of Acute Coronary Syndrome Patients using Multi-Task Neural Network with Attention
Eryu Xia, Xin Du, Jing Mei +8
Cluster analysis aims at separating patients into phenotypically heterogenous groups and defining therapeutically homogeneous patient subclasses. It is an important approach in dat…
From Risk Prediction Models to Risk Assessment Service: A Formulation of Development Paradigm
Eryu Xia, Yiqin Yu, Enliang Xu +2
Risk assessment services fulfil the task of generating a risk report from personal information and are developed for purposes like disease prognosis, resource utilization prioritiz…
Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks
Jing Mei, Shiwan Zhao, Feng Jin +3
In healthcare, applying deep learning models to electronic health records (EHRs) has drawn considerable attention. EHR data consist of a sequence of medical visits, i.e. a multivar…
Developing Knowledge-enhanced Chronic Disease Risk Prediction Models from Regional EHR Repositories
Jing Mei, Eryu Xia, Xiang Li +1
Precision medicine requires the precision disease risk prediction models. In literature, there have been a lot well-established (inter-)national risk models, but when applying them…