Title
Hallucinations and Key Information Extraction in Medical Texts: A Comprehensive Assessment of Open-Source Large Language Models Anindya Bijoy Das Shibbir Ahmed Shahnewaz Karim Sakib HILM LM&MA 57 0 0 27 Apr 2025
CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization Mst. Fahmida Sultana Naznin Adnan Ibney Faruq Mostafa Rifat Tazwar Md Jobayer Md. Mehedi Hasan Shawon Md Rakibul Hasan MedIm 36 0 0 21 Feb 2025
Enhancing LLMs for Impression Generation in Radiology Reports through a Multi-Agent System Fang Zeng Zhiliang Lyu Quanzheng Li Xiang Li 72 3 0 06 Dec 2024
Transcending Language Boundaries: Harnessing LLMs for Low-Resource Language Translation Peng Shu Jianfei Chen Ziqiang Liu Haoran Wang Zihao Wu ... Constance Owl Xiaoming Zhai Ninghao Liu Claudio Saunt Tianming Liu 35 6 0 18 Nov 2024
GP-GPT: Large Language Model for Gene-Phenotype Mapping Yanjun Lyu Zihao Wu Lu Zhang Jing Zhang Yiwei Li ... Rongjie Liu Chao Huang Wentao Li Tianming Liu Dajiang Zhu LM&MA 25 3 0 15 Sep 2024
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation Pablo Messina René Vidal Denis Parra Álvaro Soto Vladimir Araujo MedIm 64 2 0 02 Jul 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 37 17 0 17 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
RadBARTsum: Domain Specific Adaption of Denoising Sequence-to-Sequence Models for Abstractive Radiology Report Summarization Jinge Wu Abul Hasan Honghan Wu 31 0 0 05 Jun 2024
Automating PTSD Diagnostics in Clinical Interviews: Leveraging Large Language Models for Trauma Assessments Sichang Tu Abigail Powers Natalie Merrill Negar Fani Sierra Carter S. Doogan Jinho D. Choi LM&MA 35 1 0 18 May 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 43 8 0 25 Apr 2024
RAD-PHI2: Instruction Tuning PHI-2 for Radiology M. Ranjit G. Ganapathy Shaury Srivastav T. Ganu Srujana Oruganti LLMAG LM&MA 55 3 0 12 Mar 2024
Narrating Causal Graphs with Large Language Models Atharva Phatak Vijay Mago Ameeta Agrawal Aravind Inbasekaran Philippe J. Giabbanelli AI4CE 56 3 0 11 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 68 80 0 05 Mar 2024
Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology Nur Yildirim Hannah Richardson Maria T. A. Wetscherek Junaid Bajwa Joseph Jacob ... Ozan Oktay M. Lungren Javier Alvarez-Valle A. Nori Anja Thieme LM&MA 65 45 0 22 Feb 2024
Integrating ChatGPT into Secure Hospital Networks: A Case Study on Improving Radiology Report Analysis Kyungsu Kim Junhyun Park Saul Langarica Adham M Alkhadrawi Synho Do 29 1 0 14 Feb 2024
Revolutionizing Finance with LLMs: An Overview of Applications and Insights Huaqin Zhao Zheng Liu Zihao Wu Yiwei Li Tianze Yang ... Haixing Dai Lin Zhao Gengchen Mai Ninghao Liu Tianming Liu AIFin 39 81 0 22 Jan 2024
Large Language Models for Robotics: Opportunities, Challenges, and Perspectives Jiaqi Wang Zihao Wu Yiwei Li Hanqi Jiang Peng Shu ... Lin Zhao Bao Ge Xiang Li Tianming Liu Shu Zhang LM&Ro 45 61 0 09 Jan 2024
Understanding LLMs: A Comprehensive Overview from Training to Inference Yi-Hsueh Liu Haoyang He Tianle Han Xu-Yao Zhang Mengyuan Liu ... Xintao Hu Tuo Zhang Ning Qiang Tianming Liu Bao Ge SyDa 35 65 0 04 Jan 2024
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 33 107 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 49 13 0 03 Nov 2023
Exploring the Boundaries of GPT-4 in Radiology Qianchu Liu Stephanie L. Hyland Shruthi Bannur Kenza Bouzid Daniel Coelho De Castro ... Anja Thieme A. Nori M. Lungren Ozan Oktay Javier Alvarez-Valle LM&MA AI4CE 40 36 0 23 Oct 2023
ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data Tianyang Zhong Wei Zhao Yutong Zhang Yi Pan Peixin Dong ... Dinggang Shen Jun-Feng Han Tianming Liu Jun Liu Tuo Zhang MedIm LM&MA 41 14 0 08 Oct 2023
PolicyGPT: Automated Analysis of Privacy Policies with Large Language Models Chenhao Tang Zheng Liu Chong Ma Zihao Wu Yiwei Li ... Dajiang Zhu Quanzheng Li Xiang Li Tianming Liu Lei Fan AILaw 33 12 0 19 Sep 2023
RadOnc-GPT: A Large Language Model for Radiation Oncology Zheng Liu Peilong Wang Yiwei Li J. Holmes Peng Shu ... Quanzheng Li Samir H. Patel Terence T. Sio Tianming Liu Wei Liu LM&MA 47 22 0 18 Sep 2023
Automatic Personalized Impression Generation for PET Reports Using Large Language Models Xin Tie Muheon Shin Ali Pirasteh Nevein Ibrahim Zachary Huemann ... K. M. Kelly John W. Garrett Junjie Hu Steve Y. Cho Tyler Bradshaw LM&MA 27 10 0 18 Sep 2023
Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Dave Van Veen Cara Van Uden Louis Blankemeier Jean-Benoit Delbrouck Asad Aali ... C. Langlotz Jason Hom S. Gatidis John M. Pauly Akshay S. Chaudhari ELM AI4MH LM&MA 45 278 0 14 Sep 2023
Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation Maps Yaonai Wei Tuo Zhang Han Zhang Tianyang Zhong Lin Zhao ... Muheng Shang Lei Du Xiao Li Tianming Liu Jun-Feng Han 41 2 0 10 Sep 2023
LeanContext: Cost-Efficient Domain-Specific Question Answering Using LLMs Md. Adnan Arefeen Biplob K. Debnath S. Chakradhar 40 51 0 02 Sep 2023
Radiology-Llama2: Best-in-Class Large Language Model for Radiology Zheng Liu Yiwei Li Peng Shu Aoxiao Zhong Longtao Yang ... Wei Liu Dinggang Shen Tianming Liu Quanzheng Li Xiang Li LM&MA 38 41 0 29 Aug 2023
Local Large Language Models for Complex Structured Medical Tasks V. Bumgardner Aaron D. Mullen Samuel E. Armstrong Caylin D. Hickey Jeffrey A. Talbert 36 5 0 03 Aug 2023
CliniDigest: A Case Study in Large Language Model Based Large-Scale Summarization of Clinical Trial Descriptions Renee D. White Tristan Peng Pann Sripitak Alexander Rosenberg Johansen M. Snyder LM&MA ELM 30 16 0 26 Jul 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 57 6 0 25 Jul 2023
CohortGPT: An Enhanced GPT for Participant Recruitment in Clinical Study Zihan Guan Zihao Wu Zheng Liu Dufan Wu Hui Ren Quanzheng Li Xiang Li Ninghao Liu LM&MA 27 25 0 21 Jul 2023
PharmacyGPT: The AI Pharmacist Zheng Liu Zihao Wu Mengxuan Hu Bokai Zhao Lin Zhao ... Ye Shen Sheng Li Brian Murray Tianming Liu Andrea Sikora LM&MA AI4MH 45 0 0 19 Jul 2023
Hierarchical Semantic Tree Concept Whitening for Interpretable Image Classification Haixing Dai Lu Zhang Lin Zhao Zihao Wu Zheng Liu ... Yanjun Lyu Changying Li Ninghao Liu Tianming Liu Dajiang Zhu 51 6 0 10 Jul 2023
SAMAug: Point Prompt Augmentation for Segment Anything Model Haixing Dai Chong Ma Zhiling Yan Zheng Liu Enze Shi ... Wei Liu Quanzheng Li Lichao Sun Shu Zhang Tianming Liu Xiang Li VLM 45 44 0 03 Jul 2023
Review of Large Vision Models and Visual Prompt Engineering Jiaqi Wang Zheng Liu Lin Zhao Zihao Wu Chong Ma ... Bao Ge Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang VLM LRM 55 146 0 03 Jul 2023
Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications Saed Rezayi Zheng Liu Zihao Wu Chandra Dhakal Bao Ge ... Gengchen Mai Ninghao Liu Chen Zhen Tianming Liu Sheng Li 28 32 0 20 Jun 2023
Segment Anything Model (SAM) for Radiation Oncology Lian-Cheng Zhang Zheng Liu Lu Zhang Zihao Wu Xiao-Xing Yu ... Xiang Li Quanzheng Li Dajiang Zhu Tianming Liu Wei Liu VLM MedIm 21 33 0 20 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 109 210 0 15 Jun 2023
Radiology-GPT: A Large Language Model for Radiology Zheng Liu Aoxiao Zhong Yiwei Li Longtao Yang Chao Ju ... Wei Liu Dinggang Shen Xiang Li Quanzheng Li Tianming Liu LM&MA MedIm AI4CE 38 58 0 14 Jun 2023
Artificial General Intelligence for Medical Imaging Xiang Li Lu Zhang Zihao Wu Zheng Liu Lin Zhao ... Pingkuan Yan Quanzheng Li Wei Liu Tianming Liu Dinggang Shen LM&MA AI4CE 19 40 0 08 Jun 2023
Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study Guang Lu Sylvia B. Larcher Tu-Anh Tran 23 9 0 01 Jun 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 44 111 0 28 Apr 2023
Differentiate ChatGPT-generated and Human-written Medical Texts Wenxiong Liao Zheng Liu Haixing Dai Shaochen Xu Zihao Wu ... Xiaoke Huang Dajiang Zhu Hongmin Cai Tianming Liu Xiang Li LM&MA DeLMO MedIm AI4MH 26 55 0 23 Apr 2023
ChatABL: Abductive Learning via Natural Language Interaction with ChatGPT Tianyang Zhong Yaonai Wei Li Yang Zihao Wu Zheng Liu ... Xi Jiang Jun-Feng Han Dinggang Shen Tianming Liu Tuo Zhang LRM 24 27 0 21 Apr 2023
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language Models Qianqian Xie Zheheng Luo Benyou Wang Sophia Ananiadou LM&MA VLM 28 8 0 18 Apr 2023
Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models Yi-Hsien Liu Tianle Han Siyuan Ma Jia-Yu Zhang Yuanyu Yang ... Xiang Li Ning Qiang Dingang Shen Tianming Liu Bao Ge ALM ELM AI4CE LM&MA LLMAG 38 464 0 04 Apr 2023
When Brain-inspired AI Meets AGI Lin Zhao Lu Zhang Zihao Wu Yuzhong Chen Haixing Dai ... Xi Jiang Xiang Li Dajiang Zhu Dinggang Shen Tianming Liu AI4CE 32 89 0 28 Mar 2023