v1v2v3v4v5 (latest)

LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation

19 May 2023

ArXiv (abs)PDF HTML Github (139★)

Papers citing "LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation"

37 / 37 papers shown

Title
CorBenchX: Large-Scale Chest X-Ray Error Dataset and Vision-Language Model Benchmark for Report Error Correction Jing Zou Qingqiu Li Chenyu Lian Lihao Liu Xiaohan Yan Shujun Wang Jing Qin VLM 166 0 0 17 May 2025
Causal Disentanglement for Robust Long-tail Medical Image Generation Weizhi Nie Zichun Zhang Weijie Wang Bruno Lepri Anan Liu Nicu Seb DiffM MedIm OOD CML 203 0 0 20 Apr 2025
Enhancing Multi-task Learning Capability of Medical Generalist Foundation Model via Image-centric Multi-annotation Data Xun Zhu Fanbin Mo Zheng Zhang Jing Wang Yiming Shi Ming Wu Chuang Zhang Miao Li Ji Wu 94 0 0 14 Apr 2025
OmniGeo: Towards a Multimodal Large Language Models for Geospatial Artificial Intelligence Long Yuan Fengran Mo Kaiyu Huang Wenjie Wang Wangyuxuan Zhai Xiaoyu Zhu You Li Jinan Xu Jian-Yun Nie SyDa 136 1 0 20 Mar 2025
Prada: Black-Box LLM Adaptation with Private Data on Resource-Constrained Devices Ziyi Wang Yexiao He Zheyu Shen Yu Li Guoheng Sun Myungjin Lee Ang Li 89 0 0 19 Mar 2025
Pathology-Aware Adaptive Watermarking for Text-Driven Medical Image Synthesis Chanyoung Kim Dayun Ju Jinyeong Kim Woojung Han Roberto Alcover-Couso Seong Jae Hwang MedIm 105 0 0 11 Mar 2025
Unleashing the Potential of Large Language Models for Text-to-Image Generation through Autoregressive Representation Alignment Xing Xie Jiawei Liu Ziyue Lin Huijie Fan Zhi Han Yandong Tang Liangqiong Qu 113 0 0 10 Mar 2025
MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations Ziyang Zhang Yang Yu Yucheng Chen Xulei Yang S. Yeo MedIm 183 2 0 02 Mar 2025
Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Xiaolu Kang Yunan Li Kun Xie Zhicheng Jiao Qiguang Miao 91 4 0 27 Feb 2025
Reducing Hallucinations of Medical Multimodal Large Language Models with Visual Retrieval-Augmented Generation Yun-Wei Chu Kai Zhang Christopher Malon Martin Renqiang Min VLM 60 0 0 20 Feb 2025
ProMRVL-CAD: Proactive Dialogue System with Multi-Round Vision-Language Interactions for Computer-Aided Diagnosis Xueshen Li Xinlong Hou Ziyi Huang Yu Gan LM&MA MedIm 91 0 0 15 Feb 2025
A Generative Framework for Bidirectional Image-Report Understanding in Chest Radiography Nicholas Evans Stephen Baker Miles Reed LM&MA MedIm 142 0 0 09 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 232 177 0 28 Jan 2025
MedFILIP: Medical Fine-grained Language-Image Pre-training Xinjie Liang Xiangyu Li Fanding Li Jie Jiang Qing Dong Wei Wang Kaidi Wang Suyu Dong Gongning Luo Shuo Li LM&MA VLM MedIm 172 4 0 18 Jan 2025
PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging Gang Liu Jinlong He Pengfei Li Genrong He Zixu Zhao Shenjun Zhong LM&MA 164 3 0 17 Jan 2025
XGeM: A Multi-Prompt Foundation Model for Multimodal Medical Data Generation Daniele Molino Francesco Di Feola E. Faiella Deborah Fazzini D. Santucci Linlin Shen V. Guarrasi Paolo Soda SyDa MedIm 127 1 0 08 Jan 2025
Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation Changsun Lee Sangjoon Park Cheong-Il Shin Woo Hee Choi Hyun Jeong Park J. Lee Jong Chul Ye 159 2 0 18 Dec 2024
FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models Alice Heiman Xiaoman Zhang E. Chen Sung Eun Kim Pranav Rajpurkar HILM MedIm 159 0 0 27 Nov 2024
GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis Bo Liu K. Zou Liming Zhan Zexin Lu Xiaoyu Dong Yidi Chen Chengqiang Xie Jiannong Cao Xiao-Ming Wu Huazhu Fu 198 2 0 25 Nov 2024
Improving Medical Diagnostics with Vision-Language Models: Convex Hull-Based Uncertainty Analysis Ferhat Ozgur Catak Murat Kuzlu Taylor Patrick 135 1 0 24 Nov 2024
ReXrank: A Public Leaderboard for AI-Powered Radiology Report Generation Xiaoman Zhang Hong-Yu Zhou Xiaoli Yang Oishi Banerjee J. N. Acosta Josh Miller Ouwen Huang Pranav Rajpurkar LM&MA 178 5 0 22 Nov 2024
Diff-CXR: Report-to-CXR generation through a disease-knowledge enhanced diffusion model Peng Huang Bowen Guo Shuyu Liang Junhu Fu Yuanyuan Wang Yi Guo DiffM MedIm 68 1 0 26 Oct 2024
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? Che Liu Zhongwei Wan Haozhe Wang Yinda Chen T. Qaiser Chen Jin Fariba Yousefi Nikolay Burlutskiy Rossella Arcucci VLM SyDa LM&MA MedIm 167 2 0 17 Oct 2024
Towards Predicting Temporal Changes in a Patient's Chest X-ray Images based on Electronic Health Records Daeun Kyung J. Kim Tackeun Kim Edward Choi MedIm DiffM 111 1 0 11 Sep 2024
M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation Jonggwon Park Soobum Kim Byungmu Yoon Jihun Hyun Kyoyun Choi LM&MA 96 6 0 29 Aug 2024
Has Multimodal Learning Delivered Universal Intelligence in Healthcare? A Comprehensive Survey Qika Lin Yifan Zhu Xin Mei Ling Huang Jingying Ma Kai He Zhen Peng Min Zhang Mengling Feng 111 23 0 23 Aug 2024
Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation Suruchi Kumari Aryan Das Swalpa Kumar Roy Indu Joshi Pravendra Singh 101 3 0 06 Jul 2024
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis Congzhen Shi Ryan Rezai Jiaxi Yang Qi Dou Xiaoxiao Li MedIm 76 6 0 03 Jul 2024
MedVH: Towards Systematic Evaluation of Hallucination for Large Vision Language Models in the Medical Context Zishan Gu Changchang Yin Fenglin Liu Ping Zhang VLM 71 5 0 03 Jul 2024
Chest-Diffusion: A Light-Weight Text-to-Image Model for Report-to-CXR Generation Peng Huang Xue Gao Lihong Huang Jing Jiao Xiaokang Li Yuanyuan Wang Yi Guo MedIm DiffM 66 11 0 30 Jun 2024
X-ray Made Simple: Lay Radiology Report Generation and Robust Evaluation Kun Zhao Chenghao Xiao Chen Tang Bohao Yang Kai Ye Noura Al Moubayed Liang Zhan Chenghua Lin 86 0 0 25 Jun 2024
Transforming Wearable Data into Health Insights using Large Language Model Agents Mike A. Merrill Akshay Paruchuri Naghmeh Rezaei Geza Kovacs Javier Perez ... Shwetak Patel Jiening Zhan Tim Althoff Daniel J. McDuff Xin Liu LM&MA LLMAG AI4CE 121 12 0 10 Jun 2024
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data Xinyi Wang Grazziela Figueredo Ruizhe Li Wei Emma Zhang Weitong Chen Xin Chen MedIm ViT 117 2 0 21 May 2024
Inquire, Interact, and Integrate: A Proactive Agent Collaborative Framework for Zero-Shot Multimodal Medical Reasoning Zishan Gu Fenglin Liu Changchang Yin Ping Zhang LRM LM&MA 102 0 0 19 May 2024
Advancing Text-Driven Chest X-Ray Generation with Policy-Based Reinforcement Learning Woojung Han Chanyoung Kim Dayun Ju Yumin Shim Seong Jae Hwang MedIm 88 10 0 11 Mar 2024
MedXChat: A Unified Multimodal Large Language Model Framework towards CXRs Understanding and Generation Ling Yang Zhanyu Wang Zhenghao Chen Xinyu Liang Luping Zhou LM&MA MedIm 100 6 0 04 Dec 2023
LLM-driven Multimodal Target Volume Contouring in Radiation Oncology Y. Oh Sangjoon Park H. Byun Yeona Cho Ik-jae Lee Jin Sung Kim Jong Chul Ye 133 25 0 03 Nov 2023