LLMs extract time-localized clinical findings from 2,139 PubMed sepsis case reports, achieving event match rates up to 0.93 and temporal concordance up to 0.965 against expert annotations.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Reconstructing Sepsis Trajectories from Clinical Case Reports using LLMs: the Textual Time Series Corpus for Sepsis
LLMs extract time-localized clinical findings from 2,139 PubMed sepsis case reports, achieving event match rates up to 0.93 and temporal concordance up to 0.965 against expert annotations.