Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation

25 March 2019

Xiaodan Liang

Papers citing "Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation"

50 / 106 papers shown

Title
Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Md. Zahid Hossain Mustofa Ahmed Most. Sharmin Sultana Samu Md. Rakibul Islam MedIm 64 0 0 27 May 2025
MEPNet: Medical Entity-balanced Prompting Network for Brain CT Report Generation Xiaodan Zhang Yanzhao Shi Junzhong Ji Chengxin Zheng Liangqiong Qu 72 1 0 22 Mar 2025
Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 Md. Rakibul Islam Md. Zahid Hossain Mustofa Ahmed Most. Sharmin Sultana Samu LM&MA MedIm 107 1 0 21 Jan 2025
GIT-CXR: End-to-End Transformer for Chest X-Ray Report Generation Iustin Sîrbu Iulia-Renata Sîrbu Jasmina Bogojeska Traian Rebedea MedIm ViT LM&MA 62 1 0 05 Jan 2025
Medical Multimodal Foundation Models in Clinical Diagnosis and Treatment: Applications, Challenges, and Future Directions Kai Sun Siyan Xue F. Sun Haoran Sun Yu-Juan Luo ... Xinzhou Wang Lei Yang Shuo Jin Jun Yan Jiahong Dong AI4CE 146 2 0 03 Dec 2024
Designing a Robust Radiology Report Generation System Sonit Singh MedIm 87 1 0 02 Nov 2024
Image-aware Evaluation of Generated Medical Reports Gefen Dawidowicz Elad Hirsch A. Tal 64 1 0 22 Oct 2024
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks Junlin Hou Sicen Liu Yequan Bie Hongmei Wang Andong Tan Luyang Luo Hao Chen XAI 118 5 0 03 Oct 2024
See Detail Say Clear: Towards Brain CT Report Generation via Pathological Clue-driven Representation Learning Chengxin Zheng Junzhong Ji Yanzhao Shi Xiaodan Zhang Liangqiong Qu 3DV MedIm 64 3 0 29 Sep 2024
KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models Yingshu Li Zhanyu Wang Yunyi Liu Lei Wang Lingqiao Liu Luping Zhou 68 3 0 09 Sep 2024
TRRG: Towards Truthful Radiology Report Generation With Cross-modal Disease Clue Enhanced Large Language Model Yuhao Wang Chao Hao Yawen Cui Xinqi Su Weicheng Xie Tao Tan Zitong Yu LM&MA MedIm 70 0 0 22 Aug 2024
Clinical Context-aware Radiology Report Generation from Medical Images using Transformers Sonit Singh LM&MA MedIm 41 2 0 21 Aug 2024
A Labeled Ophthalmic Ultrasound Dataset with Medical Report Generation Based on Cross-modal Deep Learning Jing Wang Junyan Fan Meng Zhou Yanzhu Zhang Mingyu Shi 38 1 0 26 Jul 2024
MedRAT: Unpaired Medical Report Generation via Auxiliary Tasks Elad Hirsch Gefen Dawidowicz A. Tal MedIm 69 2 0 04 Jul 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
Ultrasound Report Generation with Cross-Modality Feature Alignment via Unsupervised Guidance Jun Li Tongkun Su Baoliang Zhao Faqin Lv Qiong Wang Nassir Navab Yin Hu Zhongliang Jiang MedIm 77 6 0 02 Jun 2024
DS@BioMed at ImageCLEFmedical Caption 2024: Enhanced Attention Mechanisms in Medical Caption Generation through Concept Detection Integration Nhi Ngoc-Yen Nguyen Le-Huy Tu Dieu-Phuong Nguyen Nhat-Tan Do Minh Triet Thai Bao-Thien Nguyen-Tat MedIm 83 2 0 01 Jun 2024
Textual Inversion and Self-supervised Refinement for Radiology Report Generation Yuanjiang Luo Hongxiang Li Xuan Wu Meng Cao Xiaoshuang Huang Zhihong Zhu Peixi Liao Hu Chen Yi Zhang MedIm 89 2 0 31 May 2024
Automated Radiology Report Generation: A Review of Recent Advances Phillip Sloan Philip Clatworthy Edwin Simpson Majid Mirmehdi 79 21 0 17 May 2024
Topicwise Separable Sentence Retrieval for Medical Report Generation Junting Zhao Yang Zhou Zhihao Chen Huazhu Fu Liang Wan MedIm 57 1 0 07 May 2024
FITA: Fine-grained Image-Text Aligner for Radiology Report Generation Honglong Yang Hui Tang Xiaomeng Li MedIm 72 1 0 02 May 2024
Pre-training on High Definition X-ray Images: An Experimental Study Tianlin Li Yuehang Li Wentao Wu Jiandong Jin Yao Rong Bowei Jiang Chuanfu Li Jin Tang MedIm ViT LM&MA 127 3 0 27 Apr 2024
State Space Model for New-Generation Network Alternative to Transformers: A Survey Tianlin Li Shiao Wang Yuhe Ding Yuehang Li Wentao Wu ... Bowei Jiang Chenglong Li Yaowei Wang Yonghong Tian Jin Tang Mamba 143 53 0 15 Apr 2024
MedCycle: Unpaired Medical Report Generation via Cycle-Consistency Elad Hirsch Gefen Dawidowicz A. Tal MedIm 74 2 0 20 Mar 2024
Scene Graph Aided Radiology Report Generation Jun Wang Lixing Zhu A. Bhalerao Yulan He MedIm 78 1 0 08 Mar 2024
Intensive Vision-guided Network for Radiology Report Generation Fudan Zheng Mengfei Li Ying Wang Weijiang Yu Ruixuan Wang Zhiguang Chen Nong Xiao Yutong Lu 156 1 0 06 Feb 2024
ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training Rongsheng Wang Qingsong Yao Zihang Jiang Zhiyang He Xiaodong Tao Zihang Jiang S.Kevin Zhou MedIm VLM 108 6 0 20 Dec 2023
Breast Ultrasound Report Generation using LangChain Jaeyoung Huh HyunWook Park Jong Chul Ye 31 6 0 05 Dec 2023
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
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 115 16 0 23 Nov 2023
Rethinking Radiology Report Generation via Causal Reasoning and Counterfactual Augmentation Xiao Song Jiafan Liu Yun Li Wenbin Lei Ruxin Wang CML 53 1 0 22 Nov 2023
Enhanced Knowledge Injection for Radiology Report Generation Qingqiu Li Jilan Xu Runtian Yuan Mohan Chen Yuejie Zhang Rui Feng Xiaobo Zhang Shang Gao MedIm 83 7 0 01 Nov 2023
Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting Benjamin Yan Ruochen Liu David E. Kuo Subathra Adithan Eduardo Pontes Reis ... V. Venugopal Chloe P. O'Connell Agustina Saenz Pranav Rajpurkar Michael Moor MedIm 59 27 0 26 Oct 2023
R2GenGPT: Radiology Report Generation with Frozen LLMs Zhanyu Wang Lingqiao Liu Lei Wang Luping Zhou MedIm LM&MA VLM 93 74 0 18 Sep 2023
Expert Uncertainty and Severity Aware Chest X-Ray Classification by Multi-Relationship Graph Learning Mengliang Zhang Xinyue Hu Lin Gu Liangchen Liu Kazuma Kobayashi Tatsuya Harada Ronald M. Summers Yingying Zhu 115 4 0 06 Sep 2023
Unsupervised discovery of Interpretable Visual Concepts Caroline Mazini Rodrigues Nicolas Boutry Laurent Najman FAtt 49 2 0 31 Aug 2023
Can Prompt Learning Benefit Radiology Report Generation? Jun Wang Lixing Zhu A. Bhalerao Yulan He MedIm 86 2 0 30 Aug 2023
Fact-Checking of AI-Generated Reports Razi Mahmood Diego Machado Reyes Ge Wang Mannudeep Kalra Pingkun Yan MedIm 73 6 0 27 Jul 2023
Kefa: A Knowledge Enhanced and Fine-grained Aligned Speaker for Navigation Instruction Generation Haitian Zeng Xiaohan Wang Wenguan Wang Yi Yang 80 7 0 25 Jul 2023
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports Pujin Cheng Li Lin Junyan Lyu Yijin Huang Wenhan Luo Xiaoying Tang MedIm 132 51 0 24 Jul 2023
Rethinking Medical Report Generation: Disease Revealing Enhancement with Knowledge Graph Yixin Wang Zihao Lin Haoyu Dong MedIm 50 4 0 24 Jul 2023
MegaWika: Millions of reports and their sources across 50 diverse languages Samuel Barham Orion Weller Michelle Yuan Kenton W. Murray M. Yarmohammadi ... Alexander Martin Anqi Liu Aaron Steven White Jordan L. Boyd-Graber Benjamin Van Durme SyDa 73 5 0 13 Jul 2023
Reading Radiology Imaging Like The Radiologist Yuhao Wang MedIm 76 0 0 12 Jul 2023
Replace and Report: NLP Assisted Radiology Report Generation Kaveri Kale P. Bhattacharyya Kshitij Sharad Jadhav LM&MA MedIm 36 12 0 19 Jun 2023
Multi-modal Pre-training for Medical Vision-language Understanding and Generation: An Empirical Study with A New Benchmark Li Xu Bo Liu Ameer Hamza Khan Lu Fan Xiao-Ming Wu LM&MA 62 9 0 10 Jun 2023
Customizing General-Purpose Foundation Models for Medical Report Generation Bang-ju Yang Asif Raza Yuexian Zou Tong Zhang MedIm 87 11 0 09 Jun 2023
Multi-task Paired Masking with Alignment Modeling for Medical Vision-Language Pre-training Kecheng Zhang Shuai Liu Jun Yu Han Jiang Jianping Fan Qing-An Huang Weidong Han MedIm 78 33 0 13 May 2023
Automatic Radiology Report Generation by Learning with Increasingly Hard Negatives Bhanu Prakash Voutharoja Lei Wang Luping Zhou MedIm 60 8 0 11 May 2023
Boosting Radiology Report Generation by Infusing Comparison Prior Sang-Hun Kim Farhad Nooralahzadeh Morteza Rohanian Koji Fujimoto Mizuho Nishio R. Sakamoto F. Rinaldi Michael Krauthammer MedIm 33 4 0 08 May 2023
METransformer: Radiology Report Generation by Transformer with Multiple Learnable Expert Tokens Zhanyu Wang Lingqiao Liu Lei Wang Luping Zhou MedIm 77 76 0 05 Apr 2023