2 papers
cs.LG2021
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
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…