Our results demonstrated a better-calibrated ICU risk prediction using the new causality-base rule selection solution by comparing with conventional confidence- ...
In this study, we propose a new mechanism to improve icuARM-II's rule selection by including the concept of causal analysis. The generated risk prediction is ...
Sep 9, 2015 · Our results demonstrated a better-calibrated ICU risk prediction using the new causality-base rule selection solution by comparing with ...
Bibliographic details on Improving personalized clinical risk prediction based on causality-based association rules.
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2014. Improving personalized clinical risk prediction based on causality-based association rules. CW Cheng, MD Wang. Proceedings of the 6th ACM Conference on ...
Improving personalized clinical risk prediction based on causality-based association rules · Analysis of Medical Opinions about the Nonrealization of Autopsies ...
Feb 13, 2019 · Use the model to look at alternative scenarios for that individual patient (given the assumptions of the model, would getting their lab value ...
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Improving Personalized Clinical Risk Prediction Based on Causality-Based Association Rules. ACM BCB 2015; 2015:386-392; Churpek MM, Yuen TC, Edelson DP ...
We propose a temporal association rule mining framework giving a potential to predict risks based on all available conditions without being restricted by a ...
The goal was to develop a patient-driven adaptive prediction technique to improve personalized risk estimation for clinical decision support. Material and ...