Search Results for author: Tingting Xu

Found 1 papers, 0 papers with code

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

no code implementations3 Jan 2018 Theodora S. Brisimi, Tingting Xu, Taiyao Wang, Wuyang Dai, William G. Adams, Ioannis Ch. Paschalidis

To strike a balance between accuracy and interpretability of the prediction, which is important in a medical setting, we propose two novel methods: K-LRT, a likelihood ratio test-based method, and a Joint Clustering and Classification (JCC) method which identifies hidden patient clusters and adapts classifiers to each cluster.

Binary Classification Clustering +1

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