Visual Analytics for Predicting Disease Outcomes Using Laboratory Test Results

Visual Analytics for Predicting Disease Outcomes Using Laboratory Test Results

Laboratory tests play an essential role in the early and accurate diagnosis of diseases. In this paper, we propose SUNRISE, a visual analytics system that allows the user to interactively explore the relationships between laboratory test results and a disease outcome. SUNRISE integrates frequent ite...

Full description

Bibliographic Details
Main Authors: Neda Rostamzadeh, Sheikh S. Abdullah, Kamran Sedig, Amit X. Garg, Eric McArthur
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Informatics
Subjects:
visual analytics
frequent itemset mining
extreme gradient boosting
ensemble techniques
electronic health records
interactive visualization
Online Access:https://www.mdpi.com/2227-9709/9/1/17

Internet

https://www.mdpi.com/2227-9709/9/1/17

Similar Items