Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding

9 April 2023

Papers citing "Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding"

30 / 30 papers shown

Title
LLM-based Semantic Augmentation for Harmful Content Detection Elyas Meguellati Assaad Zeghina S. Sadiq Gianluca Demartini 32 0 0 22 Apr 2025
A Benchmark for End-to-End Zero-Shot Biomedical Relation Extraction with LLMs: Experiments with OpenAI Models Aviv Brokman Xuguang Ai Yuhang Jiang Shashank Gupta Ramakanth Kavuluru SyDa LM&MA 27 0 0 05 Apr 2025
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
On the Reliability of Large Language Models to Misinformed and Demographically-Informed Prompts Toluwani Aremu Oluwakemi Akinwehinmi Chukwuemeka Nwagu Syed Ishtiaque Ahmed Rita Orji Pedro Arnau Del Amo Abdulmotaleb El Saddik 21 0 0 06 Oct 2024
The Role of Language Models in Modern Healthcare: A Comprehensive Review Amna Khalid Ayma Khalid Umar Khalid LM&MA 22 0 0 25 Sep 2024
Using LLMs to label medical papers according to the CIViC evidence model Markus Hisch Xing David Wang 31 0 0 05 Jul 2024
Unveiling and Mitigating Bias in Mental Health Analysis with Large Language Models Yuqing Wang Yun Zhao Sara Alessandra Keller A. D. Hond Marieke M. van Buchem Malvika Pillai Tina Hernandez-Boussard AI4MH 20 2 0 17 Jun 2024
RUPBench: Benchmarking Reasoning Under Perturbations for Robustness Evaluation in Large Language Models Yuqing Wang Yun Zhao LRM AAML ELM 27 1 0 16 Jun 2024
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions Lei Liu Xiaoyan Yang Junchi Lei Xiaoyang Liu Yue Shen ... Peng Wei Jinjie Gu Zhixuan Chu Zhan Qin Kui Ren LM&MA AILaw 34 14 0 06 Jun 2024
Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training Jinxia Yang Bing-Huang Su Wayne Xin Zhao Ji-Rong Wen 32 2 0 30 May 2024
Reinforcement of Explainability of ChatGPT Prompts by Embedding Breast Cancer Self-Screening Rules into AI Responses Yousef Khan Ahmed Abdeen Hamed 33 2 0 21 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 24 4 0 20 Mar 2024
From Explainable to Interpretable Deep Learning for Natural Language Processing in Healthcare: How Far from Reality? Guangming Huang Yingya Li Shoaib Jameel Yunfei Long G. Papanastasiou 26 16 0 18 Mar 2024
ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes Zhichao Yang Avijit Mitra Sunjae Kwon Hong-ye Yu 34 20 0 09 Mar 2024
FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records Yuqing Wang Malvika Pillai Yun Zhao Catherine M. Curtin Tina Hernandez-Boussard 14 0 0 01 Feb 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 55 56 0 11 Jan 2024
Generalist embedding models are better at short-context clinical semantic search than specialized embedding models Jean-Baptiste Excoffier Tom Roehr Alexei Figueroa Jens-Michalis Papaioannou Keno Bressem Matthieu Ortala 32 4 0 03 Jan 2024
Gemini in Reasoning: Unveiling Commonsense in Multimodal Large Language Models Yuqing Wang Yun Zhao VLM ReLM LRM 18 22 0 29 Dec 2023
Large language models in healthcare and medical domain: A review Zabir Al Nazi Wei Peng LM&MA 24 130 0 12 Dec 2023
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng-Long Jiang 16 8 0 11 Dec 2023
Speculative Exploration on the Concept of Artificial Agents Conducting Autonomous Research Shiro Takagi 42 0 0 06 Dec 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 31 106 0 09 Nov 2023
Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review Mingze Yuan Peng Bao Jiajia Yuan Yunhao Shen Zi Chen ... Jie Zhao Yang Chen Li Zhang Lin Shen Bin Dong ELM LM&MA 41 13 0 03 Nov 2023
TRAM: Benchmarking Temporal Reasoning for Large Language Models Yuqing Wang Yun Zhao LRM 20 8 0 02 Oct 2023
Metacognitive Prompting Improves Understanding in Large Language Models Yuqing Wang Yun Zhao ReLM LRM 31 24 0 10 Aug 2023
Evaluating Large Language Models for Radiology Natural Language Processing Zheng Liu Tianyang Zhong Yiwei Li Yutong Zhang Yirong Pan ... Shijie Zhao Quanzheng Li Hongtu Zhu Dinggang Shen Tianming Liu LM&MA ELM 41 6 0 25 Jul 2023
GPT4GEO: How a Language Model Sees the World's Geography Jonathan Roberts Timo Lüddecke Sowmen Das Kai Han Samuel Albanie 19 58 0 30 May 2023
An Empirical Study on the Robustness of the Segment Anything Model (SAM) Yuqing Wang Yun Zhao Linda R. Petzold VLM 13 29 0 10 May 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,402 0 28 Jan 2022