Annotating Social Determinants of Health Using Active Learning, and
Characterizing Determinants Using Neural Event Extraction

Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction

11 April 2020

Mari Ostendorf

Meliha Yetisgen

Papers citing "Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction"

16 / 16 papers shown

Title
Leveraging Social Determinants of Health in Alzheimer's Research Using LLM-Augmented Literature Mining and Knowledge Graphs Tianqi Shang Shu Yang Weiqing He Tianhua Zhai Dawei Li Bojian Hou Tianlong Chen Jason H. Moore M. Ritchie Li Shen 55 1 0 04 Oct 2024
Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods Yujuan Fu Giridhar Kaushik Ramachandran Nicholas J. Dobbins Namu Park Michael Leu Abby R. Rosenberg K. Lybarger Fei Xia Özlem Uzuner Meliha Yetisgen 46 5 0 31 Mar 2024
Enhancing Robustness of Foundation Model Representations under Provenance-related Distribution Shifts Xiruo Ding Zhecheng Sheng Brian Hur Feng Chen Serguei V. S. Pakhomov Trevor Cohen OOD 23 0 0 09 Dec 2023
Zero-shot Learning with Minimum Instruction to Extract Social Determinants and Family History from Clinical Notes using GPT Model Neel Jitesh Bhate Ansh Mittal Zhe He Xiao Luo 32 12 0 11 Sep 2023
Task formulation for Extracting Social Determinants of Health from Clinical Narratives Manabu Torii Ian M. Finn S. Doan Paul Wang Elly W. Yang D. Zisook 26 6 0 26 Jan 2023
Cross-institution text mining to uncover clinical associations: a case study relating social factors and code status in intensive care medicine Madhumita Sushil A. Butte E. Schuit Maarten van Smeden A. Leeuwenberg 14 1 0 16 Jan 2023
A Marker-based Neural Network System for Extracting Social Determinants of Health Xingmeng Zhao Anthony Rios 16 1 0 24 Dec 2022
Leveraging Natural Language Processing to Augment Structured Social Determinants of Health Data in the Electronic Health Record K. Lybarger Nicholas J. Dobbins Ritche Long Angad Singh Patrick Wedgeworth Özlem Ozuner Meliha Yetisgen-Yildiz 21 24 0 14 Dec 2022
SODA: A Natural Language Processing Package to Extract Social Determinants of Health for Cancer Studies Zehao Yu Xi Yang Chong Dang P. Adekkanattu Braja Gopal Patra ... T. George W. Hogan Yi Guo Jiang Bian Yonghui Wu 22 12 0 06 Dec 2022
Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding Yanjun Gao Dmitriy Dligach Timothy A. Miller S. Tesch Ryan Laffin M. Churpek Majid Afshar 18 17 0 06 Apr 2022
Event-based clinical findings extraction from radiology reports with pre-trained language model Wilson Lau K. Lybarger Martin Gunn Meliha Yetisgen 33 5 0 27 Dec 2021
Syntactic-GCN Bert based Chinese Event Extraction Jiangwei Liu Jingshu Zhang Xiaohong Huang Liang Min GNN 82 3 0 18 Dec 2021
A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing Yanjun Gao Dmitriy Dligach Leslie A. Christensen S. Tesch Ryan Laffin Dongfang Xu Timothy A. Miller Özlem Uzuner M. Churpek Majid Afshar LM&MA 38 25 0 07 Dec 2021
Active Learning for Event Extraction with Memory-based Loss Prediction Model Shirong Shen Zhen Li Guilin Qi 24 1 0 26 Nov 2021
An overview of event extraction and its applications Jiangwei Liu Liangyu Min Xiaohong Huang 33 19 0 05 Nov 2021
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models Zehao Yu Xi Yang Chong Dang Songzi Wu P. Adekkanattu ... T. George William R. Hogan Yi Guo Jiang Bian Yonghui Wu 18 35 0 10 Aug 2021