Cross-modal Memory Networks for Radiology Report Generation

28 April 2022

Zhihong Chen

Yaling Shen

Yan Song

Xiang Wan

MedIm

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Papers citing "Cross-modal Memory Networks for Radiology Report Generation"

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Title
Memory-based Cross-modal Semantic Alignment Network for Radiology Report Generation Yitian Tao Liyan Ma Jing Yu Han Zhang MedIm 34 6 0 31 Mar 2024
Learning To Guide Human Decision Makers With Vision-Language Models Debodeep Banerjee Stefano Teso Burcu Sayin Andrea Passerini 32 1 0 25 Mar 2024
Dia-LLaMA: Towards Large Language Model-driven CT Report Generation Zhixuan Chen Luyang Luo Yequan Bie Hao Chen LM&MA 16 14 0 25 Mar 2024
MedCycle: Unpaired Medical Report Generation via Cycle-Consistency Elad Hirsch Gefen Dawidowicz A. Tal MedIm 36 2 0 20 Mar 2024
TiBiX: Leveraging Temporal Information for Bidirectional X-ray and Report Generation Santosh Sanjeev F. Maani Arsen Abzhanov Vijay Ram Papineni Ibrahim Almakky Bartlomiej W. Papie.z Mohammad Yaqub MedIm 58 0 0 20 Mar 2024
WoLF: Wide-scope Large Language Model Framework for CXR Understanding Seil Kang Donghyun Kim Junhyeok Kim Hyo Kyung Lee Seong Jae Hwang 33 2 0 19 Mar 2024
Large Model driven Radiology Report Generation with Clinical Quality Reinforcement Learning Zijian Zhou Miaojing Shi Meng Wei Oluwatosin O. Alabi Zijie Yue Tom Kamiel Magda Vercauteren LM&MA 36 5 0 11 Mar 2024
Scene Graph Aided Radiology Report Generation Jun Wang Lixing Zhu A. Bhalerao Yulan He MedIm 49 1 0 08 Mar 2024
How Well Do Multi-modal LLMs Interpret CT Scans? An Auto-Evaluation Framework for Analyses Qingqing Zhu Benjamin Hou T. Mathai Pritam Mukherjee Qiao Jin Xiuying Chen Zhizheng Wang Ruida Cheng Ronald M. Summers Zhiyong Lu 38 0 0 08 Mar 2024
HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction Zhengrui Guo Jiabo Ma Ying Xu Yihui Wang Liansheng Wang Hao Chen 50 16 0 08 Mar 2024
MEIT: Multi-Modal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation Zhongwei Wan Che Liu Xin Wang Chaofan Tao Hui Shen Zhenwu Peng Jie Fu Rossella Arcucci Huaxiu Yao Mi Zhang 47 7 0 07 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 28 1 0 06 Feb 2024
UniDCP: Unifying Multiple Medical Vision-language Tasks via Dynamic Cross-modal Learnable Prompts Chenlu Zhan Yufei Zhang Yu Lin Gaoang Wang Hongwei Wang VLM MedIm 28 5 0 18 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 56 6 0 04 Dec 2023
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 29 15 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 19 0 0 22 Nov 2023
Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimodal Emotion Recognition Dongyuan Li Yusong Wang Kotaro Funakoshi Manabu Okumura 26 12 0 18 Nov 2023
Improving Image Captioning via Predicting Structured Concepts Ting Wang Weidong Chen Yuanhe Tian Yan Song Zhendong Mao 24 8 0 14 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 31 7 0 01 Nov 2023
A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis Yingshu Li Yunyi Liu Zhanyu Wang Xinyu Liang Lei Wang Lingqiao Liu Leyang Cui Zhaopeng Tu Longyue Wang Luping Zhou ELM LM&MA 32 36 0 31 Oct 2023
RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning Wenjun Hou Yi Cheng Kaishuai Xu Wenjie Li Jiangming Liu 21 15 0 21 Oct 2023
Controllable Chest X-Ray Report Generation from Longitudinal Representations F. Serra Chaoyang Wang F. Deligianni Jeffrey Stephen Dalton Alison Q. OÑeil MedIm 28 13 0 09 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 33 14 0 08 Oct 2023
Dynamic Multi-Domain Knowledge Networks for Chest X-ray Report Generation Weihua Liu Youyuan Xue Chaochao Lin Said Boumaraf MedIm 11 0 0 08 Oct 2023
R2GenGPT: Radiology Report Generation with Frozen LLMs Zhanyu Wang Lingqiao Liu Lei Wang Luping Zhou MedIm LM&MA VLM 20 64 0 18 Sep 2023
Can Prompt Learning Benefit Radiology Report Generation? Jun Wang Lixing Zhu A. Bhalerao Yulan He MedIm 30 2 0 30 Aug 2023
Finding-Aware Anatomical Tokens for Chest X-Ray Automated Reporting F. Serra Chaoyang Wang F. Deligianni Jeffrey Stephen Dalton Alison Q. OÑeil MedIm 6 8 0 30 Aug 2023
IIHT: Medical Report Generation with Image-to-Indicator Hierarchical Transformer Keqi Fan Xiaohao Cai M. Niranjan MedIm ViT 11 3 0 10 Aug 2023
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports Pujin Cheng Li Lin Junyan Lyu Yijin Huang Wenhan Luo Xiaoying Tang MedIm 31 45 0 24 Jul 2023
Rethinking Medical Report Generation: Disease Revealing Enhancement with Knowledge Graph Yixin Wang Zihao Lin Haoyu Dong MedIm 20 4 0 24 Jul 2023
A scoping review on multimodal deep learning in biomedical images and texts Zhaoyi Sun Mingquan Lin Qingqing Zhu Qianqian Xie Fei-Yue Wang Zhiyong Lu Yifan Peng 26 18 0 14 Jul 2023
Reading Radiology Imaging Like The Radiologist Yuhao Wang MedIm 27 0 0 12 Jul 2023
KiUT: Knowledge-injected U-Transformer for Radiology Report Generation Zhongzhen Huang Xiaofan Zhang Shaoting Zhang MedIm 25 51 0 20 Jun 2023
Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports Qingqing Zhu T. Mathai P. Mukherjee Yifan Peng Ronald M. Summers Zhiyong Lu 19 17 0 14 Jun 2023
ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning Wenjun Hou Kaishuai Xu Yi Cheng Wenjie Li Jiangming Liu 16 32 0 10 Jun 2023
Customizing General-Purpose Foundation Models for Medical Report Generation Bang-ju Yang Asif Raza Yuexian Zou Tong Zhang MedIm 11 11 0 09 Jun 2023
S4M: Generating Radiology Reports by A Single Model for Multiple Body Parts Qi Chen Yutong Xie Biao Wu Minh Nguyen Nhat To James Ang Qi Wu 9 1 0 26 May 2023
Multi-task Paired Masking with Alignment Modeling for Medical Vision-Language Pre-training Kecheng Zhang Jing Zhang Jun Yu Han Jiang Jianping Fan Qing-An Huang Weidong Han MedIm 30 29 0 13 May 2023
Automatic Radiology Report Generation by Learning with Increasingly Hard Negatives Bhanu Prakash Voutharoja Lei Wang Luping Zhou MedIm 23 8 0 11 May 2023
Token Imbalance Adaptation for Radiology Report Generation Yuexin Wu I. Huang Xiaolei Huang MedIm 21 7 0 18 Apr 2023
Interactive and Explainable Region-guided Radiology Report Generation Tim Tanida Philip Muller Georgios Kaissis Daniel Rueckert MedIm 35 110 0 17 Apr 2023
METransformer: Radiology Report Generation by Transformer with Multiple Learnable Expert Tokens Zhanyu Wang Lingqiao Liu Lei Wang Luping Zhou MedIm 13 71 0 05 Apr 2023
Unify, Align and Refine: Multi-Level Semantic Alignment for Radiology Report Generation Yaowei Li Bang-ju Yang Xuxin Cheng Zhihong Zhu Hongxiang Li Yuexian Zou 19 31 0 28 Mar 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 20 106 0 18 Mar 2023
Cross-Modal Causal Intervention for Medical Report Generation Weixing Chen Yang Liu Ce Wang Jiarui Zhu Shen Zhao Guanbin Li Cheng-Lin Liu Liang Lin 28 5 0 16 Mar 2023
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts Zhihong Chen Shizhe Diao Benyou Wang Guanbin Li Xiang Wan MedIm 17 29 0 17 Feb 2023
Self adaptive global-local feature enhancement for radiology report generation Yuhao Wang Kai Wang Xiaohong Liu Tianrun Gao Jingyue Zhang Guangyu Wang MedIm 23 13 0 21 Nov 2022
CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation Jun Wang A. Bhalerao Terry Yin Simon See Yulan He MedIm 28 15 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 51 75 0 21 Oct 2022
Improving Radiology Summarization with Radiograph and Anatomy Prompts Jinpeng Hu Zhihong Chen Yang Liu Xiang Wan Tsung-Hui Chang MedIm 23 8 0 15 Oct 2022