5 citations · 5 across the 3 of their papers we have counts for
3 papers
PORTER: Language-Grounded Event Representations for Portable Structured EHR Foundation Models
Lin Lawrence Guo, Adam Paul Yan, Emily Vettese +1
Most electronic health record (EHR) foundation models encode clinical events as discrete event tokens from a fixed vocabulary and therefore cannot directly represent events contain…
Tokenization Tradeoffs in Structured EHR Foundation Models
Lin Lawrence Guo, Santiago Eduardo Arciniegas, Joseph Jihyung Lee +4
Foundation models for structured electronic health records (EHRs) are pretrained on longitudinal sequences of timestamped clinical events to learn adaptable patient representations…
Answering real-world clinical questions using large language model based systems
Yen Sia Low, Michael L. Jackson, Rebecca J. Hyde +24
Evidence to guide healthcare decisions is often limited by a lack of relevant and trustworthy literature as well as difficulty in contextualizing existing research for a specific p…