research
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04/15/2022
Unsupervised Probabilistic Models for Sequential Electronic Health Records
We develop an unsupervised probabilistic model for heterogeneous Electro...
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05/29/2020
A Causal Machine Learning Framework for Predicting Preventable Hospital Readmissions
Clinical predictive algorithms are increasingly being used to form the b...
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10/13/2019
Nonstationary Multivariate Gaussian Processes for Electronic Health Records
We propose multivariate nonstationary Gaussian processes for jointly mod...
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01/09/2018
