Title
LLM-based Prompt Ensemble for Reliable Medical Entity Recognition from EHRs K. M. S. Islam A. S. Nipu Jiawei Wu Praveen Madiraju 22 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 38 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 64 0 0 21 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 92 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 26 0 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 31 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 33 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 31 1 0 30 Jun 2024
Generalizable and Scalable Multistage Biomedical Concept Normalization Leveraging Large Language Models Nicholas J. Dobbins 27 2 0 24 May 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 113 396 0 28 Nov 2023
High Accuracy Location Information Extraction from Social Network Texts Using Natural Language Processing Lossan Bonde Severin Dembele 18 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 14 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 103 206 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 42 106 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 30 19 0 23 Apr 2023
Zero-shot Temporal Relation Extraction with ChatGPT Chenhan Yuan Qianqian Xie Sophia Ananiadou 17 75 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 103 369 0 30 Dec 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 162 411 0 03 Oct 2022