[HTML][HTML] MixEHR-Guided: A guided multi-modal topic modeling approach for large-scale automatic phenotyping using the electronic health record
Abstract Electronic Health Records (EHRs) contain rich clinical data collected at the point of
the care, and their increasing adoption offers exciting opportunities for clinical informatics …
the care, and their increasing adoption offers exciting opportunities for clinical informatics …
Inference of Dependency Knowledge Graph for Electronic Health Records
The effective analysis of high-dimensional Electronic Health Record (EHR) data, with
substantial potential for healthcare research, presents notable methodological challenges …
substantial potential for healthcare research, presents notable methodological challenges …
Semi-supervised Estimation of Event Rate with Doubly-censored Survival Data
Electronic Health Record (EHR) has emerged as a valuable source of data for translational
research. To leverage EHR data for risk prediction and subsequently clinical decision …
research. To leverage EHR data for risk prediction and subsequently clinical decision …