14 citations · 16 across the 2 of their papers we have counts for
3 papers · 1 filter
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…
Predicting Infectiousness for Proactive Contact Tracing
Yoshua Bengio, Prateek Gupta, Tegan Maharaj +20
The COVID-19 pandemic has spread rapidly worldwide, overwhelming manual contact tracing in many countries and resulting in widespread lockdowns for emergency containment. Large-sca…
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…