Large Language Models for Healthcare Data Augmentation: An Example on Patient-Trial Matching

24 March 2023

Papers citing "Large Language Models for Healthcare Data Augmentation: An Example on Patient-Trial Matching"

20 / 20 papers shown

Title
Cocktail: Chunk-Adaptive Mixed-Precision Quantization for Long-Context LLM Inference Wei Tao Bin Zhang Xiaoyang Qu Jiguang Wan Jianzong Wang 37 1 0 30 Mar 2025
Measuring Diversity in Synthetic Datasets Yuchang Zhu Huizhe Zhang Bingzhe Wu Jintang Li Zibin Zheng Peilin Zhao Liang Chen Yatao Bian 95 0 0 12 Feb 2025
Survey and Improvement Strategies for Gene Prioritization with Large Language Models Matthew Neeley Guantong Qi Guanchu Wang Ruixiang Tang Dongxue Mao ... Bo Yuan Fan Xia Pengfei Liu Zhandong Liu Xia Hu LM&MA 102 0 0 30 Jan 2025
Clinical trial cohort selection using Large Language Models on n2c2 Challenges Chi-en Amy Tai Xavier Tannier LM&MA 64 0 0 19 Jan 2025
MatchMiner-AI: An Open-Source Solution for Cancer Clinical Trial Matching Ethan Cerami Pavel Trukhanov Morgan A. Paul Michael J. Hassett Irbaz B. Riaz ... Matthew Galvin Stephen C. Van Nostrand Joyce Yu Tali Mazor Kenneth L. Kehl 23 2 0 23 Dec 2024
Unlocking LLMs: Addressing Scarce Data and Bias Challenges in Mental Health Vivek Kumar Eirini Ntoutsi Pushpraj Singh Rajawat Giacomo Medda Diego Reforgiato Recupero AI4MH 79 0 0 17 Dec 2024
Rephrasing Electronic Health Records for Pretraining Clinical Language Models Jinghui Liu Anthony N. Nguyen SyDa LM&MA 69 0 0 28 Nov 2024
On The Role of Prompt Construction In Enhancing Efficacy and Efficiency of LLM-Based Tabular Data Generation Banooqa H. Banday Kowshik Thopalli Tanzima Z. Islam Jayaraman J. Thiagarajan 26 0 0 06 Sep 2024
DHP Benchmark: Are LLMs Good NLG Evaluators? Yicheng Wang Jiayi Yuan Yu-Neng Chuang Zhuoer Wang Yingchi Liu Mark Cusick Param Kulkarni Zhengping Ji Yasser Ibrahim Xia Hu LM&MA ELM 43 3 0 25 Aug 2024
Assessing and Enhancing Large Language Models in Rare Disease Question-answering Guanchu Wang Junhao Ran Ruixiang Tang Chia-Yuan Chang Chia-Yuan Chang Yu-Neng Chuang Zirui Liu Vladimir Braverman Zhandong Liu Xia Hu LM&MA 23 4 0 15 Aug 2024
KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches Jiayi Yuan Hongyi Liu Shaochen Zhong Yu-Neng Chuang ... Hongye Jin V. Chaudhary Zhaozhuo Xu Zirui Liu Xia Hu 34 17 0 01 Jul 2024
Panacea: A foundation model for clinical trial search, summarization, design, and recruitment J. Lin H. Xu Zifeng Wang Sheng Wang J. Sun ELM LM&MA 24 8 0 25 Jun 2024
Aligning Actions and Walking to LLM-Generated Textual Descriptions Radu Chivereanu Adrian Cosma Andy Catruna R. Rughinis I. Radoi 49 2 0 18 Apr 2024
Towards a potential paradigm shift in health data collection and analysis D. J. Herzog Nitsa J. Herzog 19 0 0 01 Apr 2024
LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction Hejie Cui Zhuocheng Shen Jieyu Zhang Hui Shao Lianhui Qin Joyce C. Ho Carl Yang LM&MA 37 12 0 19 Mar 2024
Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges Bosheng Ding Chengwei Qin Ruochen Zhao Tianze Luo Xinze Li Guizhen Chen Wenhan Xia Junjie Hu A. Luu Shafiq R. Joty 29 18 0 05 Mar 2024
KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache Zirui Liu Jiayi Yuan Hongye Jin Shaochen Zhong Zhaozhuo Xu Vladimir Braverman Beidi Chen Xia Hu MQ 24 155 0 05 Feb 2024
A ML-LLM pairing for better code comment classification Hanna Abi Akl 28 2 0 13 Oct 2023
Matching Patients to Clinical Trials with Large Language Models Qiao Jin Zifeng Wang C. Floudas Fangyuan Chen Changlin Gong Dara Bracken-Clarke Elisabetta Xue Yifan Yang Jimeng Sun Zhiyong Lu LM&MA 15 88 0 27 Jul 2023
Data Augmentation using Pre-trained Transformer Models Varun Kumar Ashutosh Choudhary Eunah Cho VLM 209 315 0 04 Mar 2020