Title
EHR2CCAS: A framework for mapping EHR to disease knowledge presenting causal chain of disorders – chronic kidney disease example
Abstract
•Integration of disease knowledge and EHR data.•Extraction of phenotypic abnormality as fine-grained conditions and their progression.•Data-driven approach of unlocking clinical texts.•Clinical inference based on causality of medical conditions.
Year
DOI
Venue
2021
10.1016/j.jbi.2021.103692
Journal of Biomedical Informatics
Keywords
DocType
Volume
Knowledge base,Electronic health record,Chronic kidney disease,Natural language processing,Machine learning
Journal
115
ISSN
Citations 
PageRank 
1532-0464
0
0.34
References 
Authors
0
7
Name
Order
Citations
PageRank
Xiaojun Ma100.34
Takeshi Imai2203.73
Emiko Y. Shinohara312.76
Satoshi Kasai400.34
Kosuke Kato500.34
Rina Kagawa600.34
Kazuhiko Ohe711515.91