Ontology-based venous thromboembolism risk assessment model developing from medical records

Ontology-based venous thromboembolism risk assessment model developing from medical records

Abstract Background Padua linear model is widely used for the risk assessment of venous thromboembolism (VTE), a common but preventable complication for inpatients. However, genetic and environmental differences between Western and Chinese population limit the validity of Padua model in Chinese pati...

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Bibliographic Details
Main Authors: Yuqing Yang, Xin Wang, Yu Huang, Ning Chen, Juhong Shi, Ting Chen
Format: Article
Language:English
Published: BMC 2019-08-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Medical record
Venous thromboembolism (VTE)
Natural language processing (NLP)
Risk assessment
Machine learning (ML)
Online Access:http://link.springer.com/article/10.1186/s12911-019-0856-2

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