Semantic Inference on Clinical Documents: Combining Machine Learning Algorithms With an Inference Engine for Effective Clinical Diagnosis and Treatment

Semantic Inference on Clinical Documents: Combining Machine Learning Algorithms With an Inference Engine for Effective Clinical Diagnosis and Treatment

Clinical practice calls for reliable diagnosis and optimized treatment. However, human errors in health care remain a severe issue even in industrialized countries. The application of clinical decision support systems (CDSS) casts light on this problem. However, given the great improvement in CDSS o...

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Bibliographic Details
Main Authors: Shuo Yang, Ran Wei, Jingzhi Guo, Lida Xu
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Big data
case-based reasoning
clinical diagnosis
decision tree
data stream mining
disease detection
Online Access:https://ieeexplore.ieee.org/document/7865914/

Internet

https://ieeexplore.ieee.org/document/7865914/

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