HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing

9 March 2022

Papers citing "HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing"

28 / 28 papers shown

Title
Automating Adjudication of Cardiovascular Events Using Large Language Models Sonish Sivarajkumar Kimia Ameri Chuqin Li Yanshan Wang Min Jiang 29 0 0 21 Mar 2025
Zero- and Few-shot Named Entity Recognition and Text Expansion in Medication Prescriptions using ChatGPT Natthanaphop Isaradech Andrea Riedel Wachiranun Sirikul Markus Kreuzthaler S. Schulz MedIm 24 0 0 26 Sep 2024
Prompting Encoder Models for Zero-Shot Classification: A Cross-Domain Study in Italian S. Auriemma Martina Miliani Mauro Madeddu Alessandro Bondielli Lucia Passaro Alessandro Lenci 23 0 0 30 Jul 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 24 6 0 02 May 2024
Effects of Different Prompts on the Quality of GPT-4 Responses to Dementia Care Questions Zhuochun Li Bo Xie Robin Hilsabeck Alyssa Aguirre Ning Zou Zhimeng Luo Daqing He 30 0 0 05 Apr 2024
Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions Yuting He Fuxiang Huang Xinrui Jiang Yuxiang Nie Minghao Wang Jiguang Wang Hao Chen LM&MA AI4CE 71 26 0 04 Apr 2024
Clinical information extraction for Low-resource languages with Few-shot learning using Pre-trained language models and Prompting Phillip Richter-Pechanski Philipp Wiesenbach Dominic M. Schwab Christina Kiriakou Nicolas Geis Christoph Dieterich Anette Frank 22 4 0 20 Mar 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 35 12 0 19 Mar 2024
Leveraging Large Language Models to Extract Information on Substance Use Disorder Severity from Clinical Notes: A Zero-shot Learning Approach Maria Mahbub Gregory M Dams Sudarshan Srinivasan Caitlin Rizy Ioana Danciu Jodie Trafton Kathryn Knight 30 4 0 18 Mar 2024
A Question Answering Based Pipeline for Comprehensive Chinese EHR Information Extraction Huaiyuan Ying Sheng Yu MedIm 17 0 0 17 Feb 2024
Large Language Models for Propaganda Detection Kilian Sprenkamp Daniel Gordon Jones L. Zavolokina 19 10 0 10 Oct 2023
A Comprehensive Review of Generative AI in Healthcare Yasin Shokrollahi Sahar Yarmohammadtoosky Matthew M. Nikahd Pengfei Dong Xianqi Li Linxia Gu MedIm AI4CE 8 19 0 01 Oct 2023
CPLLM: Clinical Prediction with Large Language Models Ofir Ben Shoham Nadav Rappoport LM&MA 19 24 0 20 Sep 2023
An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing Sonish Sivarajkumar Mark Kelley Alyssa Samolyk-Mazzanti Shyam Visweswaran Yanshan Wang LM&MA 27 25 0 14 Sep 2023
WC-SBERT: Zero-Shot Text Classification via SBERT with Self-Training for Wikipedia Categories Te-Yu Chi Y. Tang Chia-Wen Lu Qiuyue Zhang J. Jang 15 2 0 28 Jul 2023
ConES: Concept Embedding Search for Parameter Efficient Tuning Large Vision Language Models Huahui Yi Ziyuan Qin Wei Xu Miaotian Guo Kun Wang Shaoting Zhang Kang Li Qicheng Lao VLM 11 0 0 30 May 2023
Eye-SpatialNet: Spatial Information Extraction from Ophthalmology Notes Surabhi Datta Tasneem Kaochar Hio-Cheng Lam Nelly Nwosu Luca Giancardo A. Chuang R. Feldman Kirk Roberts 12 25 0 19 May 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
Mining Clinical Notes for Physical Rehabilitation Exercise Information: Natural Language Processing Algorithm Development and Validation Study Sonish Sivarajkumar Feng Gao Parker Denny Bayan Aldhahwani Shyam Visweswaran A. Bove Yanshan Wang 21 8 0 22 Mar 2023
Leveraging Contextual Relatedness to Identify Suicide Documentation in Clinical Notes through Zero Shot Learning T. E. Workman J. Goulet C. Brandt Allison R. Warren J. Eleazer M. Skanderson Luke Lindemann J. Blosnich J. Leary Zeng-Treitler Qing 6 0 0 09 Jan 2023
Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt Zhichao Yang Sunjae Kwon Zonghai Yao Hongfeng Yu 13 17 0 24 Nov 2022
Exploiting prompt learning with pre-trained language models for Alzheimer's Disease detection Yi Wang Jiajun Deng Tianzi Wang Bo Zheng Shoukang Hu Xunying Liu Helen M. Meng 35 14 0 29 Oct 2022
Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks David Oniani Sonish Sivarajkumar Yanshan Wang 26 4 0 31 Aug 2022
Clinical Prompt Learning with Frozen Language Models Niall Taylor Yi Zhang Dan W Joyce A. Nevado-Holgado Andrey Kormilitzin VLM LM&MA 16 31 0 11 May 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 229 1,281 0 18 Mar 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 251 1,382 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 393 2,216 0 03 Sep 2019