Large Language Models for Biomedical Knowledge Graph Construction:
Information extraction from EMR notes

Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes

29 January 2023

Spartak Bughdaryan

Davit Shahnazaryan

Papers citing "Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes"

10 / 10 papers shown

Title
ConTextual: Improving Clinical Text Summarization in LLMs with Context-preserving Token Filtering and Knowledge Graphs Fahmida Liza Piya Rahmatollah Beheshti 44 0 0 23 Apr 2025
CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models Feiyang Li Peng Fang Zhan Shi Arijit Khan Fang Wang D. Feng Weihao Wang Xin Zhang Yongjian Cui ReLM LRM 43 0 0 18 Apr 2025
Structured Extraction of Real World Medical Knowledge using LLMs for Summarization and Search Edward Kim Manil Shrestha Richard Foty Tom DeLay Vicki Seyfert-Margolis 74 1 0 16 Dec 2024
Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices Jamil Zaghir Marco Naguib Mina Bjelogrlic Aurélie Névéol Xavier Tannier Christian Lovis AI4CE LM&MA 27 6 0 02 May 2024
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction Xueren Ge Satpathy Abhishek Ronald D. Williams John A. Stankovic H. Alemzadeh 16 1 0 10 Oct 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 16 125 0 30 May 2023
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 154 327 0 25 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Can Language Models be Biomedical Knowledge Bases? Mujeen Sung Jinhyuk Lee Sean S. Yi Minji Jeon Sungdong Kim Jaewoo Kang AI4MH 110 105 0 15 Sep 2021
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 202 791 0 13 Sep 2019