Temporal Poisson Square Root Graphical Models.
Sinong Geng, Zhaobin Kuang, Peggy L. Peissig, David Page · PubMed · 2018
for recovering the underlying PSQR. Empirically, we learn TPSQRs from Marshfield Clinic electronic health records (EHRs) with millions of drug prescription and condition diagnosis events, for adverse drug reaction (ADR) detection. Experimental results demonstrate that the learned TPSQRs can recover ADR signals from the EHR effectively and efficiently.