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Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach()

Urban living in modern large cities has significant adverse effects on health, increasing the risk of several chronic diseases. We focus on the two leading clusters of chronic disease, heart disease and diabetes, and develop data-driven methods to predict hospitalizations due to these conditions. We...

תיאור מלא

שמור ב:
מידע ביבליוגרפי
הוצא לאור ב:Proc IEEE Inst Electr Electron Eng
Main Authors: Brisimi, Theodora S., Xu, Tingting, Wang, Taiyao, Dai, Wuyang, Adams, William G., Paschalidis, Ioannis Ch.
פורמט: Artigo
שפה:Inglês
יצא לאור: 2018
נושאים:
גישה מקוונת:https://ncbi.nlm.nih.gov/pmc/articles/PMC6419763/
https://ncbi.nlm.nih.gov/pubmed/30886441
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/JPROC.2017.2789319
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