Large language models to identify social determinants of health in electronic health records

M Guevara, S Chen, S Thomas, TL Chaunzwa… - NPJ digital …, 2024 - nature.com
Social determinants of health (SDoH) play a critical role in patient outcomes, yet their
documentation is often missing or incomplete in the structured data of electronic health …

Automatic extraction of medication mentions from tweets—overview of the biocreative VII shared task 3 competition

D Weissenbacher, K O'Connor, S Rawal, Y Zhang… - Database, 2023 - academic.oup.com
This study presents the outcomes of the shared task competition BioCreative VII (Task 3)
focusing on the extraction of medication names from a Twitter user's publicly available …

Large language model benchmarks in medical tasks

LKQ Yan, M Li, Y Zhang, CH Yin, C Fei, B Peng… - arXiv preprint arXiv …, 2024 - arxiv.org
With the increasing application of large language models (LLMs) in the medical domain,
evaluating these models' performance using benchmark datasets has become crucial. This …

[引用][C] BioCreative VII–Task 3: automatic extraction of medication names in tweets

D Weissenbacher, K O'Connor, S Rawal… - BioCreative VII Workshop, 2021