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A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics

28 January 2025

Papers citing "A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics"

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Title
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 113 25 0 04 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 98 4 0 03 Jan 2024
Large language models in healthcare and medical domain: A review Zabir Al Nazi Wei Peng LM&MA 89 165 0 12 Dec 2023
Towards a Psychological Generalist AI: A Survey of Current Applications of Large Language Models and Future Prospects Tianyu He Guanghui Fu Y. Yu Fan Wang Jianqiang Li ... Changwei Song Hongzhi Qi Dan Luo Huijing Zou Bing Xiang Yang AI4MH AI4CE LM&MA 86 12 0 01 Dec 2023
Ascle: A Python Natural Language Processing Toolkit for Medical Text Generation Rui Yang Qingcheng Zeng Keen You Yujie Qiao Lucas Huang ... Dragomir R. Radev Zhiyong Lu Hua Xu Qingyu Chen Irene Li ELM LM&MA 54 3 0 28 Nov 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 Clifton LM&MA 180 128 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 112 16 0 03 Nov 2023
A Survey on Semantic Processing Techniques Rui Mao Kai He Xulang Zhang Guanyi Chen Jinjie Ni Zonglin Yang Min Zhang 101 34 0 22 Oct 2023
Bias in Emotion Recognition with ChatGPT Naoki Wake Atsushi Kanehira Kazuhiro Sasabuchi Jun Takamatsu Katsushi Ikeuchi AI4MH 55 12 0 18 Oct 2023
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model Qichen Ye Junling Liu Dading Chong Peilin Zhou Yining Hua ... Meng Cao Ziming Wang Xuxin Cheng Andrew Liu Zhenhua Guo AI4MH LM&MA ELM 97 22 0 13 Oct 2023
MedChatZH: a Better Medical Adviser Learns from Better Instructions Yang Tan Mingchen Li Zijie Huang Huiqun Yu Guisheng Fan LM&MA MedIm AI4MH 62 9 0 03 Sep 2023
Large language models in medicine: the potentials and pitfalls J. Omiye Haiwen Gui Shawheen J. Rezaei James Zou Roxana Daneshjou LM&MA 102 82 0 31 Aug 2023
A Wide Evaluation of ChatGPT on Affective Computing Tasks Mostafa M. Amin Rui Mao Min Zhang Björn W. Schuller AI4MH 67 35 0 26 Aug 2023
GPTEval: A Survey on Assessments of ChatGPT and GPT-4 Rui Mao Guanyi Chen Xulang Zhang Frank Guerin Min Zhang ELM LM&MA 85 112 0 24 Aug 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 126 70 0 20 Aug 2023
Self-Alignment with Instruction Backtranslation Xian Li Ping Yu Chunting Zhou Timo Schick Omer Levy Luke Zettlemoyer Jason Weston M. Lewis SyDa 122 135 0 11 Aug 2023
AgentBench: Evaluating LLMs as Agents Xiao Liu Hao Yu Hanchen Zhang Yifan Xu Xuanyu Lei ... Yu-Chuan Su Huan Sun Minlie Huang Yuxiao Dong Jie Tang ELM LLMAG 161 315 0 07 Aug 2023
Zhongjing: Enhancing the Chinese Medical Capabilities of Large Language Model through Expert Feedback and Real-world Multi-turn Dialogue Songhua Yang Hanjia Zhao Senbin Zhu Guangyu Zhou Hongfei Xu Yuxiang Jia Hongying Zan AI4MH LM&MA 130 137 0 07 Aug 2023
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies Liangming Pan Michael Stephen Saxon Wenda Xu Deepak Nathani Xinyi Wang William Yang Wang KELM LRM 116 216 0 06 Aug 2023
DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales Z. Yao Reza Yazdani Aminabadi Olatunji Ruwase Samyam Rajbhandari Xiaoxia Wu ... Heyang Qin Masahiro Tanaka Shuai Che Shuaiwen Leon Song Yuxiong He ALM OffRL 117 74 0 02 Aug 2023
Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback Stephen Casper Xander Davies Claudia Shi T. Gilbert Jérémy Scheurer ... Erdem Biyik Anca Dragan David M. Krueger Dorsa Sadigh Dylan Hadfield-Menell ALM OffRL 162 535 0 27 Jul 2023
Med-Flamingo: a Multimodal Medical Few-shot Learner Michael Moor Qian Huang Shirley Wu Michihiro Yasunaga C. Zakka Yashodhara Dalmia E. Reis Pranav Rajpurkar J. Leskovec LM&MA MedIm 93 273 0 27 Jul 2023
OphGLM: Training an Ophthalmology Large Language-and-Vision Assistant based on Instructions and Dialogue Weihao Gao Zhuo Deng Zhiyuan Niu Fuju Rong Chucheng Chen ... Fangjun Li Zhenjie Cao Zhaoyi Ma Wenbin Wei Lan Ma LM&MA 66 36 0 21 Jun 2023
Path to Medical AGI: Unify Domain-specific Medical LLMs with the Lowest Cost Juexiao Zhou Preslav Nakov Xin Gao LM&MA AI4CE 139 12 0 19 Jun 2023
ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation Guangyu Wang Guoxing Yang Zongxin Du Longjun Fan Xiaohu Li LM&MA ELM AI4MH 74 88 0 16 Jun 2023
Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond Fangzhi Xu Qika Lin Jiawei Han Tianzhe Zhao Jun Liu Min Zhang ELM LRM 162 41 0 16 Jun 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 184 238 0 15 Jun 2023
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models Yin Fang Xiaozhuan Liang Ningyu Zhang Kangwei Liu Rui Huang Zhuo Chen Xiaohui Fan Huajun Chen 126 88 0 13 Jun 2023
FinGPT: Open-Source Financial Large Language Models Hongyang Yang Xiao-Yang Liu Chris Wang AIFin 93 230 0 09 Jun 2023
Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers Israt Jahan Md Tahmid Rahman Laskar Chun Peng J. Huang LM&MA MedIm AI4MH 106 32 0 07 Jun 2023
MidMed: Towards Mixed-Type Dialogues for Medical Consultation Xiaoming Shi Zeming Liu Chuan Wang Haitao Leng Kui Xue Xiaofan Zhang Shaoting Zhang LM&MA MedIm 80 12 0 05 Jun 2023
Evaluation of AI Chatbots for Patient-Specific EHR Questions Alaleh Hamidi Kirk Roberts ELM LM&MA AI4MH 65 13 0 05 Jun 2023
Can LLMs like GPT-4 outperform traditional AI tools in dementia diagnosis? Maybe, but not today Zhuo Wang R. Li Bowen Dong Jie Wang Xiuxing Li ... C. Mao Wei Zhang L. Dong Jing Gao Jianyong Wang LM&MA ELM AI4MH 86 21 0 02 Jun 2023
How Ready are Pre-trained Abstractive Models and LLMs for Legal Case Judgement Summarization? Aniket Deroy Kripabandhu Ghosh Saptarshi Ghosh ELM AILaw 89 60 0 02 Jun 2023
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only Guilherme Penedo Quentin Malartic Daniel Hesslow Ruxandra-Aimée Cojocaru Alessandro Cappelli Hamza Alobeidli B. Pannier Ebtesam Almazrouei Julien Launay 196 778 0 01 Jun 2023
LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day Chunyuan Li Cliff Wong Sheng Zhang Naoto Usuyama Haotian Liu Jianwei Yang Tristan Naumann Hoifung Poon Jianfeng Gao LM&MA MedIm 150 802 0 01 Jun 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 405 4,190 0 29 May 2023
Plug-and-Play Knowledge Injection for Pre-trained Language Models Zhengyan Zhang Zhiyuan Zeng Yankai Lin Huadong Wang Deming Ye ... Xu Han Zhiyuan Liu Peng Li Maosong Sun Jie Zhou KELM 99 12 0 28 May 2023
On Evaluating Adversarial Robustness of Large Vision-Language Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Chongxuan Li Ngai-Man Cheung Min Lin VLM AAML MLLM 152 184 0 26 May 2023
ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs Zihao Zhao Sheng Wang Jinchen Gu Yitao Zhu Lanzhuju Mei Zixu Zhuang Zhiming Cui Qian Wang Dinggang Shen LM&MA 122 43 0 25 May 2023
The False Promise of Imitating Proprietary LLMs Arnav Gudibande Eric Wallace Charles Burton Snell Xinyang Geng Hao Liu Pieter Abbeel Sergey Levine Dawn Song ALM 147 208 0 25 May 2023
HuatuoGPT, towards Taming Language Model to Be a Doctor Hongbo Zhang Junying Chen Feng Jiang Fei Yu Zhihong Chen ... Zhiyi Zhang Qingying Xiao Xiang Wan Benyou Wang Haizhou Li LM&MA AI4MH ELM 93 205 0 24 May 2023
Sources of Hallucination by Large Language Models on Inference Tasks Nick McKenna Tianyi Li Liang Cheng Mohammad Javad Hosseini Mark Johnson Mark Steedman LRM HILM 107 201 0 23 May 2023
LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models Yen-Ting Lin Yun-Nung Chen 93 94 0 23 May 2023
A Study of Generative Large Language Model for Medical Research and Healthcare C.A.I. Peng Xi Yang Aokun Chen Kaleb E. Smith Nima M. Pournejatian ... W. Hogan E. Shenkman Yi Guo Jiang Bian Yonghui Wu LM&MA ELM AI4MH 227 273 0 22 May 2023
LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation Suhyeon Lee Won Jun Kim Jinho Chang Jong Chul Ye MedIm 162 51 0 19 May 2023
LIMA: Less Is More for Alignment Chunting Zhou Pengfei Liu Puxin Xu Srini Iyer Jiao Sun ... Susan Zhang Gargi Ghosh M. Lewis Luke Zettlemoyer Omer Levy ALM 150 856 0 18 May 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 271 1,214 0 17 May 2023
Evaluating Object Hallucination in Large Vision-Language Models Yifan Li Yifan Du Kun Zhou Jinpeng Wang Wayne Xin Zhao Ji-Rong Wen MLLM LRM 373 816 0 17 May 2023
Text Classification via Large Language Models Xiaofei Sun Xiaoya Li Jiwei Li Leilei Gan Shangwei Guo Tianwei Zhang Guoyin Wang RALM LRM 106 151 0 15 May 2023