Title
LLM-based Prompt Ensemble for Reliable Medical Entity Recognition from EHRs K. M. S. Islam A. S. Nipu Jiawei Wu Praveen Madiraju 46 0 0 13 May 2025
Natural Language Generation in Healthcare: A Review of Methods and Applications Mengxian Lyu Xiaohan Li Ziyi Chen Jinqian Pan Cheng Peng Sankalp Talankar Yonghui Wu LM&MA 49 0 0 07 May 2025
Academic case reports lack diversity: Assessing the presence and diversity of sociodemographic and behavioral factors related to Post COVID-19 Condition Juan Andres Medina Florez Shaina Raza Rashida Lynn Zahra Shakeri Brendan T. Smith Elham Dolatabadi 77 0 0 21 Jan 2025
Information Extraction from Clinical Notes: Are We Ready to Switch to Large Language Models? Yan Hu X. Zuo Yujia Zhou Xueqing Peng J. Huang ... Ruey-Ling Weng Qingyu Chen Xiaoqian Jiang Kirk Roberts Hua Xu LM&MA 31 4 0 08 Jan 2025
An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems Hashmath Shaik Alex Doboli OffRL ELM 173 0 0 31 Dec 2024
A Simplified Retriever to Improve Accuracy of Phenotype Normalizations by Large Language Models D. B. Hier Thanh Son Do Tayo Obafemi-Ajayi 36 1 0 11 Sep 2024
Mapping Biomedical Ontology Terms to IDs: Effect of Domain Prevalence on Prediction Accuracy Thanh Son Do D. B. Hier Tayo Obafemi-Ajayi 44 0 0 11 Sep 2024
Document-level Clinical Entity and Relation Extraction via Knowledge Base-Guided Generation Kriti Bhattarai Inez Y Oh Zach Abrams Albert M Lai MedIm 59 1 0 13 Jul 2024
Large Language Models Struggle in Token-Level Clinical Named Entity Recognition Qiuhao Lu Rui Li Andrew Wen Jinlian Wang Liwei Wang Hongfang Liu LM&MA 39 2 0 30 Jun 2024
llmNER: (Zero\|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models F. Villena Luis Miranda Claudio Aracena 58 2 0 06 Jun 2024
Generalizable and Scalable Multistage Biomedical Concept Normalization Leveraging Large Language Models Nicholas J. Dobbins 32 2 0 24 May 2024
Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation Hanyin Wang Chufan Gao Bolun Liu Qiping Xu Guleid Hussein Mohamad El Labban Kingsley Iheasirim H. Korsapati Chuck Outcalt Jiashuo Sun LM&MA AI4MH 40 2 0 25 Apr 2024
The Falcon Series of Open Language Models Ebtesam Almazrouei Hamza Alobeidli Abdulaziz Alshamsi Alessandro Cappelli Ruxandra-Aimée Cojocaru ... Quentin Malartic Daniele Mazzotta Badreddine Noune B. Pannier Guilherme Penedo AI4TS ALM 121 404 0 28 Nov 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
High Accuracy Location Information Extraction from Social Network Texts Using Natural Language Processing Lossan Bonde Severin Dembele 23 0 0 31 Aug 2023
Local Large Language Models for Complex Structured Medical Tasks V. Bumgardner Aaron D. Mullen Samuel E. Armstrong Caylin D. Hickey Jeffrey A. Talbert 36 5 0 03 Aug 2023
Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health Shubo Tian Qiao Jin Lana Yeganova Po-Ting Lai Qingqing Zhu ... Donald C. Comeau R. Islamaj Aadit Kapoor Xin Gao Zhiyong Lu LM&MA MedIm AI4MH 109 210 0 15 Jun 2023
Prompt Engineering for Healthcare: Methodologies and Applications Jiaqi Wang Enze Shi Sigang Yu Zihao Wu Chong Ma ... Dajiang Zhu Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang LM&MA 44 111 0 28 Apr 2023
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models Jiashuo Sun Yi Luo Yeyun Gong Chen Lin Yelong Shen Jian Guo Nan Duan LRM 41 19 0 23 Apr 2023
Zero-shot Temporal Relation Extraction with ChatGPT Chenhan Yuan Qianqian Xie Sophia Ananiadou 29 77 0 11 Apr 2023
ChatGPT Makes Medicine Easy to Swallow: An Exploratory Case Study on Simplified Radiology Reports Katharina Jeblick B. Schachtner Jakob Dexl Andreas Mittermeier Anna Theresa Stüber ... Tobias Weber Philipp Wesp B. Sabel J. Ricke Michael Ingrisch LM&MA MedIm 126 373 0 30 Dec 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 162 414 0 03 Oct 2022