Title
Sequential Diagnosis Prediction with Transformer and Ontological Representation
Abstract
Sequential diagnosis prediction on the Electronic Health Record (EHR) has been proven crucial for predictive analytics in the medical domain. EHR data, sequential records of a patient’s interactions with healthcare systems, has numerous inherent characteristics of temporality, irregularity and data insufficiency. Some recent works train healthcare predictive models by making use of sequential info...
Year
DOI
Venue
2021
10.1109/ICDM51629.2021.00060
2021 IEEE International Conference on Data Mining (ICDM)
Keywords
DocType
ISSN
Codes,Predictive models,Ordinary differential equations,Ontologies,Transformers,Data models,Mathematical models
Conference
1550-4786
ISBN
Citations 
PageRank 
978-1-6654-2398-4
0
0.34
References 
Authors
11
5
Name
Order
Citations
PageRank
Xueping Peng1275.92
Guodong Long265547.27
Tao Shen342.09
Sen Wang447737.24
Jing Jiang513019.52