3 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 1 cited
Modeling electronic health record data using a knowledge-graph-embedded topic model
Yuesong Zou, Ahmad Pesaranghader, Aman Verma +2
The rapid growth of electronic health record (EHR) datasets opens up promising opportunities to understand human diseases in a systematic way. However, effective extraction of clin…
cs.LG2021★ 1 cited
Supervised multi-specialist topic model with applications on large-scale electronic health record data
Ziyang Song, Xavier Sumba Toral, Yixin Xu +7
Motivation: Electronic health record (EHR) data provides a new venue to elucidate disease comorbidities and latent phenotypes for precision medicine. To fully exploit its potential…
cs.LG2018★ 3 cited
Modeling disease progression in longitudinal EHR data using continuous-time hidden Markov models
Aman Verma, Guido Powell, Yu Luo +2
Modeling disease progression in healthcare administrative databases is complicated by the fact that patients are observed only at irregular intervals when they seek healthcare serv…