I2b2
PulseAugur coverage of I2b2 — every cluster mentioning I2b2 across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
-
New TGS method corrects LLM bias in clinical classification
Researchers have developed a new method called Trajectory-Guided Steering (TGS) to address spurious feature bias in clinical classification tasks performed by large language models. TGS analyzes a model's prediction tra…
-
Rosetta system reconstructs metadata from data values in undocumented warehouses
Researchers have developed a system called Rosetta to reconstruct metadata from data values in undocumented warehouses, addressing the challenge of cryptic identifiers and absent documentation. Rosetta integrates a lang…
-
SHIELD: A Diverse Clinical Note Dataset and Distilled Small Language Models for Enterprise-Scale De-identification
Researchers have introduced SHIELD, a new dataset comprising 1,394 clinical notes with over 10,000 identified Protected Health Information (PHI) spans. This dataset aims to address the limitations of older benchmarks by…