ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation

16 June 2023

Papers citing "ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation"

50 / 59 papers shown

Title
GAP: Graph-Assisted Prompts for Dialogue-based Medication Recommendation Jialun Zhong Yanzeng Li Sen Hu Yang Zhang Teng Xu Lei Zou LM&MA 2 0 0 19 May 2025
MedGUIDE: Benchmarking Clinical Decision-Making in Large Language Models Xiaomin Li Mingye Gao Yuexing Hao Taoran Li Guangya Wan Zihan Wang Yijun Wang LM&MA ELM AI4MH 12 0 0 16 May 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 91 0 0 29 Apr 2025
Boosting Large Language Models with Mask Fine-Tuning M. Zhang Yue Bai Huan Wang Yizhou Wang Qihua Dong Y. Fu CLL 53 0 0 27 Mar 2025
Natural Language Processing for Electronic Health Records in Scandinavian Languages: Norwegian, Swedish, and Danish A. Woldaregay Jørgen Aarmo Lund Phuong Dinh Ngo Mariyam Tayefi Joel Burman ... Martin Hylleholt Sillesen Hercules Dalianis Robert Jenssen Lindsetmo Rolf Ole Karl Øyvind Mikalsen 47 0 0 24 Mar 2025
Evaluating Clinical Competencies of Large Language Models with a General Practice Benchmark Zehan Li Yiying Yang Jiping Lang Wenhao Jiang Yuhang Zhao ... Yuhua Bi Xiaofei Zeng Yixian Chen Junrong Chen Lin Yao AI4MH LM&MA ELM 46 0 0 22 Mar 2025
SKG-LLM: Developing a Mathematical Model for Stroke Knowledge Graph Construction Using Large Language Models Ali Sarabadani Kheirolah Rahsepar Fard Hamid Dalvand 49 0 0 09 Mar 2025
ELMTEX: Fine-Tuning Large Language Models for Structured Clinical Information Extraction. A Case Study on Clinical Reports Aynur Guluzade Naguib Heiba Zeyd Boukhers Florim Hamiti Jahid Hasan Polash Yehya Mohamad Carlos A Velasco LM&MA 53 1 0 08 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 93 154 0 28 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 61 18 0 31 Dec 2024
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining Ming Hu Kun Yuan Yaling Shen Feilong Tang Xiaohao Xu ... Jin Ye N. Padoy Nassir Navab Junjun He Zongyuan Ge VLM CLIP 98 11 0 23 Nov 2024
Large Language Model Benchmarks in Medical Tasks Lawrence K. Q. Yan Ming Li Yuyao Zhang Caitlyn Heqi Yin Cheng Fei ... Ziqian Bi Pohsun Feng Keyu Chen Junyu Liu Qian Niu LM&MA AI4MH 53 6 0 28 Oct 2024
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding Derong Xu Ziheng Zhang Zhihong Zhu Zhenxi Lin Qiang Liu X. Wu Tong Xu Xiangyu Zhao Yefeng Zheng Enhong Chen 20 2 0 21 Oct 2024
Exploring LLM-based Data Annotation Strategies for Medical Dialogue Preference Alignment Chengfeng Dou Y. Zhang Zhi Jin Wenpin Jiao Haiyan Zhao Yongqiang Zhao Zhengwei Tao 35 0 0 05 Oct 2024
The Role of Language Models in Modern Healthcare: A Comprehensive Review Amna Khalid Ayma Khalid Umar Khalid LM&MA 29 0 0 25 Sep 2024
From Text to Multimodality: Exploring the Evolution and Impact of Large Language Models in Medical Practice Qian Niu Keyu Chen Ming Li Pohsun Feng Ziqian Bi ... Junyu Liu Benji Peng Tianyang Wang Yunze Wang Silin Chen LM&MA 38 5 0 14 Sep 2024
A Survey for Large Language Models in Biomedicine Chong Wang Mengyao Li Junjun He Zhongruo Wang Erfan Darzi ... Yi Yu Pietro Liò Tianyun Wang Yu Guang Wang Yiqing Shen LM&MA 36 9 0 29 Aug 2024
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models Ioana Buhnila Aman Sinha Mathieu Constant LM&MA 34 1 0 23 Jul 2024
DALL-M: Context-Aware Clinical Data Augmentation with LLMs Chihcheng Hsieh Catarina Moreira Isabel Blanco Nobre Sandra Costa Sousa Chun Ouyang M. Brereton Joaquim A. Jorge Jacinto C. Nascimento 54 0 0 11 Jul 2024
Shimo Lab at "Discharge Me!": Discharge Summarization by Prompt-Driven Concatenation of Electronic Health Record Sections Yunzhen He Hiroaki Yamagiwa Hidetoshi Shimodaira 35 3 0 26 Jun 2024
LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them Wenya Xie Qingying Xiao Yu Zheng Xidong Wang Junying Chen Ke Ji Anningzhe Gao Xiang Wan Feng Jiang Benyou Wang LM&MA 38 3 0 26 Jun 2024
Evaluation of Language Models in the Medical Context Under Resource-Constrained Settings Andrea Posada Daniel Rueckert Felix Meissen Philip Muller LM&MA ELM 37 0 0 24 Jun 2024
Geneverse: A collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research Tianyu Liu Yijia Xiao Xiao Luo Hua Xu W. Zheng Hongyu Zhao 42 3 0 21 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 44 5 0 14 Jun 2024
Scientific Computing with Large Language Models Christopher Culver Peter Hicks Mihailo Milenkovic Sanjif Shanmugavelu Tobias Becker 30 0 0 11 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 46 14 0 06 Jun 2024
Large Language Models for Medicine: A Survey Yanxin Zheng Wensheng Gan Zefeng Chen Zhenlian Qi Qian Liang Philip S. Yu LM&MA 23 15 0 20 May 2024
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare Xingyu Li Lu Peng Yuping Wang Weihua Zhang AI4CE MedIm LM&MA 71 5 0 10 May 2024
Safe Training with Sensitive In-domain Data: Leveraging Data Fragmentation To Mitigate Linkage Attacks Mariia Ignashina Julia Ive 25 0 0 30 Apr 2024
Large Language Models in the Clinic: A Comprehensive Benchmark Andrew Liu Hongjian Zhou Yining Hua Omid Rohanian Anshul Thakur Lei A. Clifton David A. Clifton AI4MH LM&MA 48 8 0 25 Apr 2024
Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain Iker García-Ferrero Rodrigo Agerri Aitziber Atutxa Salazar Elena Cabrio Iker de la Iglesia ... Johana Ramirez-Romero German Rigau J. M. Villa-Gonzalez S. Villata Andrea Zaninello 86 19 0 11 Apr 2024
MedExpQA: Multilingual Benchmarking of Large Language Models for Medical Question Answering Inigo Alonso Maite Oronoz Rodrigo Agerri AI4MH LM&MA ELM 52 16 1 08 Apr 2024
StockGPT: A GenAI Model for Stock Prediction and Trading Dat Mai AIFin AI4TS 40 5 0 07 Apr 2024
Bioinformatics and Biomedical Informatics with ChatGPT: Year One Review Jinge Wang Zien Cheng Qiuming Yao Li Liu Dong Xu Gangqing Hu LM&MA AI4CE 43 7 0 22 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 39 12 0 19 Mar 2024
Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey Qizhi Pei Lijun Wu Kaiyuan Gao Jinhua Zhu Yue Wang Zun Wang Tao Qin Rui Yan AI4CE 57 19 0 03 Mar 2024
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions Hanjie Chen Zhouxiang Fang Yash Singla Mark Dredze ELM AI4MH 49 32 0 28 Feb 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains Yanis Labrak Adrien Bazoge Emmanuel Morin P. Gourraud Mickael Rouvier Richard Dufour 105 193 0 15 Feb 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning Shivalika Singh Freddie Vargus Daniel D'souza Börje F. Karlsson Abinaya Mahendiran ... Max Bartolo Julia Kreutzer Ahmet Üstün Marzieh Fadaee Sara Hooker 122 118 0 09 Feb 2024
Fine-Tuned Large Language Models for Symptom Recognition from Spanish Clinical Text Mai A. Shaaban Abbas Akkasi Adnan Khan Majid Komeili Mohammad Yaqub 23 1 0 28 Jan 2024
Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes Darren Liu Cheng Ding Delgersuren Bold Monique Bouvier Jiaying Lu ... Laurie Dimisko Ran Xiao J. H. Yoon Carl Yang Xiaoping Hu LM&MA ELM AI4MH 13 4 0 24 Jan 2024
Developing ChatGPT for Biology and Medicine: A Complete Review of Biomedical Question Answering Qing Li Lei Li Yu Li LM&MA AI4MH 41 6 0 15 Jan 2024
Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback Chengfeng Dou Zhi Jin Wenpin Jiao Haiyan Zhao Yongqiang Zhao Zhenwei Tao LM&MA 82 5 0 11 Jan 2024
HSC-GPT: A Large Language Model for Human Settlements Construction Ran Chen Xueqi Yao Xuhui Jiang Zhengqi Han Jingze Guo ... Chumin Liu Jing Zhao Zeke Lian Jingjing Zhang Keke Li 28 1 0 31 Dec 2023
Large language models in healthcare and medical domain: A review Zabir Al Nazi Wei Peng LM&MA 34 132 0 12 Dec 2023
Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs Andries P. Smit Paul Duckworth Nathan Grinsztajn Thomas D. Barrett Arnu Pretorius 22 20 0 29 Nov 2023
BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights François Remy Kris Demuynck Thomas Demeester 37 3 0 27 Nov 2023
Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical Tasks Ling Luo Jinzhong Ning Yingwen Zhao Zhijun Wang Zeyuan Ding ... Yuqi Liu Zhihao Yang Jian Wang Yuanyuan Sun Hongfei Lin LM&MA 99 51 0 20 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 A. Clifton LM&MA 35 107 0 09 Nov 2023
AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMs Yann Hicke Anmol Agarwal Qianou Ma Paul Denny AI4Ed 39 24 0 05 Nov 2023