Leveraging Natural Language Processing to Augment Structured Social Determinants of Health Data in the Electronic Health Record

14 December 2022

Papers citing "Leveraging Natural Language Processing to Augment Structured Social Determinants of Health Data in the Electronic Health Record"

7 / 7 papers shown

Title
CACER: Clinical Concept Annotations for Cancer Events and Relations Yujuan Fu Giridhar Kaushik Ramachandran Ahmad Halwani Bridget T. McInnes Fei Xia K. Lybarger Meliha Yetisgen Özlem Uzuner 40 1 0 05 Sep 2024
Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text Avijit Mitra Emily Druhl Raelene Goodwin Hong Yu 43 2 0 10 Jun 2024
Large Language Models to Identify Social Determinants of Health in Electronic Health Records Marco Guevara Shan Chen S. Thomas T. Chaunzwa I. Franco ... Susan M. Harper Hugo J. W. L. Aerts G. Savova Raymond H. Mak Danielle S. Bitterman LM&MA 23 113 0 11 Aug 2023
Building blocks for complex tasks: Robust generative event extraction for radiology reports under domain shifts Sitong Zhou Meliha Yetisgen Mari Ostendorf MedIm 26 2 0 15 Jun 2023
Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning Giridhar Kaushik Ramachandran Yujuan Fu Bin Han K. Lybarger Nicholas J. Dobbins Özlem Uzuner Meliha Yetisgen FedML 10 14 0 12 Jun 2023
Question-Answering System Extracts Information on Injection Drug Use from Clinical Notes Maria Mahbub Ian Goethert Ioana Danciu Kathryn Knight Sudarshan Srinivasan ... Hugo Solares Susana Martins Jodie Trafton Edmon Begoli Gregory D. Peterson 21 2 0 15 May 2023
Span-based Joint Entity and Relation Extraction with Transformer Pre-training Markus Eberts A. Ulges LRM ViT 164 381 0 17 Sep 2019