30 citations · 54 across the 7 of their papers we have counts for
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cs.LG2022
Unsupervised Probabilistic Models for Sequential Electronic Health Records
Alan D. Kaplan, John D. Greene, Vincent X. Liu +1
We develop an unsupervised probabilistic model for heterogeneous Electronic Health Record (EHR) data. Utilizing a mixture model formulation, our approach directly models sequences…
cs.LG2020★ 1 cited
Mixture Model Framework for Traumatic Brain Injury Prognosis Using Heterogeneous Clinical and Outcome Data
Alan D. Kaplan, Qi Cheng, K. Aditya Mohan +12
Prognoses of Traumatic Brain Injury (TBI) outcomes are neither easily nor accurately determined from clinical indicators. This is due in part to the heterogeneity of damage inflict…