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Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation

21 May 2018

Xiaodan Liang

Papers citing "Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation"

50 / 70 papers shown

Title
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding Vishesh Tripathi Tanmay Odapally Indraneel Das Uday Allu Biddwan Ahmed VLM 12 0 0 19 Jun 2025
Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems Shang-Chi Tsai Yun-Nung Chen AI4MH 17 1 0 16 Jun 2025
LLaMA-XR: A Novel Framework for Radiology Report Generation using LLaMA and QLoRA Fine Tuning Md. Zihad Bin Jahangir Muhammad Ashad Kabir Sumaiya Akter Israt Jahan Minh Chau LM&MA 15 0 0 29 May 2025
RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection Wenjun Hou Yi Cheng Kaishuai Xu Heng Li Yan Hu Wenjie Li Jiang Liu 110 0 0 20 May 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 66 0 0 21 Feb 2025
RadAlign: Advancing Radiology Report Generation with Vision-Language Concept Alignment Difei Gu Yunhe Gao Yang Zhou Mu Zhou Dimitris N. Metaxas LM&MA 79 3 0 13 Jan 2025
Medical Report Generation Is A Multi-label Classification Problem Yijian Fan Zhenbang Yang Rui Liu Mingjie Li Xiaojun Chang MedIm 131 1 0 30 Aug 2024
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation Liwen Sun James Zhao Megan Han Chenyan Xiong MedIm 131 12 0 21 Jul 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
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 105 6 0 20 Dec 2023
Breast Ultrasound Report Generation using LangChain Jaeyoung Huh HyunWook Park Jong Chul Ye 31 6 0 05 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
Fact-Checking of AI-Generated Reports Razi Mahmood Diego Machado Reyes Ge Wang Mannudeep Kalra Pingkun Yan MedIm 73 6 0 27 Jul 2023
Reading Radiology Imaging Like The Radiologist Yuhao Wang MedIm 76 0 0 12 Jul 2023
KiUT: Knowledge-injected U-Transformer for Radiology Report Generation Zhongzhen Huang Xiaofan Zhang Shaoting Zhang MedIm 95 52 0 20 Jun 2023
Dynamic Interactive Relation Capturing via Scene Graph Learning for Robotic Surgical Report Generation Hongqiu Wang Yueming Jin Lei Zhu 67 17 0 05 Jun 2023
Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report Generation Mingjie Li Bingqian Lin Zicong Chen Haokun Lin Xiaodan Liang Xiaojun Chang MedIm 82 117 0 18 Mar 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad Amirhossein Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 114 187 0 09 Jan 2023
DeltaNet:Conditional Medical Report Generation for COVID-19 Diagnosis Xian Wu Shuxin Yang Zhaopeng Qiu Shen Ge Yangtian Yan Xingwang Wu Yefeng Zheng S. Kevin Zhou Li Xiao MedIm 81 21 0 12 Nov 2022
CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation Jun Wang A. Bhalerao Terry Yin Simon See Yulan He MedIm 78 18 0 02 Nov 2022
Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards Jean-Benoit Delbrouck Pierre J. Chambon Christian Blüthgen E. Tsai Omar Almusa C. Langlotz MedIm 114 80 0 21 Oct 2022
Hybrid Reinforced Medical Report Generation with M-Linear Attention and Repetition Penalty Wenting Xu Zhenghua Xu Junyang Chen Chang Qi Thomas Lukasiewicz MedIm 62 8 0 14 Oct 2022
RepsNet: Combining Vision with Language for Automated Medical Reports A. Tanwani Joelle Barral Daniel Freedman MedIm 85 23 0 27 Sep 2022
Representative Image Feature Extraction via Contrastive Learning Pretraining for Chest X-ray Report Generation Yu-Jen Chen Wei-Hsiang Shen Hao-Wei Chung Jing-Hao Chiu Da-Cheng Juan T. Ho Chin-Tung Cheng Meng Li Tsung-Yi Ho MedIm 89 12 0 04 Sep 2022
Attributed Abnormality Graph Embedding for Clinically Accurate X-Ray Report Generation Sixing Yan William K. Cheung Keith W H Chiu Terence M. Tong Charles K. Cheung Simon See MedIm 87 17 0 04 Jul 2022
Competence-based Multimodal Curriculum Learning for Medical Report Generation Fenglin Liu Shen Ge Yuexian Zou Xian Wu MedIm 144 140 0 24 Jun 2022
Cross-modal Memory Networks for Radiology Report Generation Zhihong Chen Yaling Shen Yan Song Xiang Wan MedIm 115 262 0 28 Apr 2022
AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation Di You Fenglin Liu Shen Ge Xiaoxia Xie Jing Zhang Xian Wu ViT MedIm 133 113 0 18 Mar 2022
Improving Chest X-Ray Report Generation by Leveraging Warm Starting Aaron Nicolson Jason Dowling Bevan Koopman ViT LM&MA MedIm 101 95 0 24 Jan 2022
Radiology Report Generation with a Learned Knowledge Base and Multi-modal Alignment Shuxin Yang Xian Wu Shen Ge S.Kevin Zhou Li Xiao MedIm 61 97 0 30 Dec 2021
Knowledge Matters: Radiology Report Generation with General and Specific Knowledge Shuxin Yang Xian Wu Shen Ge S.Kevin Zhou Li Xiao MedIm 91 119 0 30 Dec 2021
Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation Fenglin Liu Chenyu You Xian Wu Shen Ge Sheng Wang Xu Sun MedIm 139 94 0 08 Nov 2021
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation An Yan Zexue He Xing Lu Jingfeng Du E. Chang Amilcare Gentili Julian McAuley Chun-Nan Hsu MedIm 176 65 0 25 Sep 2021
Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment Zhanghexuan Ji Mohammad Abuzar Shaikh Dana Moukheiber S. Srihari Yifan Peng Mingchen Gao SSL 92 21 0 04 Sep 2021
Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning Guangyi Liu Yinghong Liao Fuyu Wang Bin Zhang Lu Zhang ... Xiang Wan Shaolin Li Zhen Li Shuixing Zhang Shuguang Cui 112 58 0 11 Aug 2021
Chest ImaGenome Dataset for Clinical Reasoning Joy T. Wu Nkechinyere N. Agu Ismini Lourentzou Arjun Sharma J. Paguio ... William Mitchell Satyananda Kashyap Andrea Giovannini Leo Anthony Celi Mehdi Moradi 58 67 0 31 Jul 2021
Trust It or Not: Confidence-Guided Automatic Radiology Report Generation Yixin Wang Zihao Lin Zhe Xu Haoyu Dong Jiang Tian Jie Luo Zhongchao Shi Yang Zhang Jianping Fan Zhiqiang He UQCV MedIm 113 12 0 21 Jun 2021
Contrastive Attention for Automatic Chest X-ray Report Generation Fenglin Liu Changchang Yin Xian Wu Shen Ge Yuexian Zou Ping Zhang Yuexian Zou Xu Sun MedIm 128 152 0 13 Jun 2021
Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation Fenglin Liu Xian Wu Shen Ge Wei Fan Yuexian Zou MedIm 111 261 0 13 Jun 2021
Longer Version for "Deep Context-Encoding Network for Retinal Image Captioning" Jia-Hong Huang Ting-Wei Wu Chao-Han Huck Yang Marcel Worring MedIm 66 29 0 30 May 2021
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation Xingyi Yang Muchao Ye Quanzeng You Fenglong Ma MedIm 57 38 0 25 May 2021
Contextualized Keyword Representations for Multi-modal Retinal Image Captioning Jia-Hong Huang Ting-Wei Wu Marcel Worring MedIm 125 27 0 26 Apr 2021
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization Griffin Adams Emily Alsentzer Mert Ketenci Jason Zucker Noémie Elhadad 92 49 0 12 Apr 2021
Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification Yi Zhou Lei Huang Tianfei Zhou Ling Shao 58 8 0 26 Feb 2021
VisualGPT: Data-efficient Adaptation of Pretrained Language Models for Image Captioning Jun Chen Han Guo Kai Yi Boyang Albert Li Mohamed Elhoseiny VLM 160 227 0 20 Feb 2021
Progressive Transformer-Based Generation of Radiology Reports Farhad Nooralahzadeh Nicolas Andres Perez Gonzalez T. Frauenfelder Koji Fujimoto Michael Krauthammer ViT MedIm 108 89 0 19 Feb 2021
Learning Efficient, Explainable and Discriminative Representations for Pulmonary Nodules Classification Hanliang Jiang Fuhao Shen Fei Gao Weidong Han 57 86 0 19 Jan 2021
Diagnostic Captioning: A Survey John Pavlopoulos Vasiliki Kougia Ion Androutsopoulos D. Papamichail 3DV MedIm 155 29 0 18 Jan 2021
Unifying Relational Sentence Generation and Retrieval for Medical Image Report Composition Fuyu Wang Xiaodan Liang Lin Xu Liang Lin MedIm 72 27 0 09 Jan 2021
Generating Radiology Reports via Memory-driven Transformer Zhihong Chen Yan Song Tsung-Hui Chang Xiang Wan MedIm 76 486 0 30 Oct 2020