Enhancing Predictive Power of Cluster-Boosted Regression With Text-Based Indexing

Enhancing Predictive Power of Cluster-Boosted Regression With Text-Based Indexing

Clustering prior to regression analysis improves the accuracy of prediction in clinical decision making. However, most previously described methods focused on numerical data only. This paper investigated how well textual features can improve the accuracy of regression predictions. Preliminary diagno...

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Bibliographic Details
Main Authors: Wutthipong Kongburan, Mark Chignell, Nipon Charoenkitkarn, Jonathan H. Chan
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Bag-of-entities
clustering
electronic health record
named entity recognition
regression analysis
summarized data
Online Access:https://ieeexplore.ieee.org/document/8675933/

Internet

https://ieeexplore.ieee.org/document/8675933/

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