Cross-modal Memory Networks for Radiology Report Generation

28 April 2022

Zhihong Chen

Yaling Shen

Yan Song

Xiang Wan

MedIm

ArXiv PDF HTML

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

50 / 111 papers shown

Title
Anatomical Attention Alignment representation for Radiology Report Generation Quang Vinh Nguyen Minh Duc Nguyen Thanh Hoang Son Vo Hyung-Jeong Yang Soo-Hyung Kim MedIm 23 0 0 12 May 2025
Natural Language Generation in Healthcare: A Review of Methods and Applications Mengxian Lyu Xiaohan Li Ziyi Chen Jinqian Pan Cheng Peng Sankalp Talankar Yonghui Wu LM&MA 44 0 0 07 May 2025
Evaluating Vision Language Model Adaptations for Radiology Report Generation in Low-Resource Languages Marco Salmè R. Sicilia Paolo Soda V. Guarrasi 127 0 0 02 May 2025
Reason Like a Radiologist: Chain-of-Thought and Reinforcement Learning for Verifiable Report Generation Peiyuan Jing Kinhei Lee Zhenxuan Zhang Huichi Zhou Zhengqing Yuan Zhifan Gao Lei Zhu G. Papanastasiou Yingying Fang Guang Yang MedIm OffRL LRM 65 0 0 25 Apr 2025
DART: Disease-aware Image-Text Alignment and Self-correcting Re-alignment for Trustworthy Radiology Report Generation Sang-Jun Park Keun-Soo Heo Dong-Hee Shin Young-Han Son Ji-Hye Oh Tae-Eui Kam MedIm 34 0 0 16 Apr 2025
LVMed-R2: Perception and Reflection-driven Complex Reasoning for Medical Report Generation Hao Wang Shuchang Ye Jinghao Lin Usman Naseem Jinman Kim LRM 29 0 0 02 Apr 2025
MEPNet: Medical Entity-balanced Prompting Network for Brain CT Report Generation Xiaodan Zhang Yanzhao Shi Junzhong Ji Chengxin Zheng Liangqiong Qu 38 0 0 22 Mar 2025
UniCrossAdapter: Multimodal Adaptation of CLIP for Radiology Report Generation Yaxiong Chen Chuang Du Chunlei Li Jingliang Hu Yilei Shi Shengwu Xiong Xiao Xiang Zhu Lichao Mou MedIm 53 0 0 20 Mar 2025
GEMA-Score: Granular Explainable Multi-Agent Score for Radiology Report Evaluation Zhenxuan Zhang Kinhei Lee Weihang Deng Huichi Zhou Zihao Jin Jiahao Huang Zhifan Gao D. C. Marshall Yingying Fang G. Yang MedIm 41 1 0 07 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 36 3 0 27 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 49 0 0 15 Feb 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 35 0 0 21 Jan 2025
RadAlign: Advancing Radiology Report Generation with Vision-Language Concept Alignment Difei Gu Yunhe Gao Yang Zhou Mu Zhou Dimitris N. Metaxas LM&MA 42 2 0 13 Jan 2025
Unlocking the Potential of Weakly Labeled Data: A Co-Evolutionary Learning Framework for Abnormality Detection and Report Generation Jinghan Sun Dong-mei Wei Zhe Xu Donghuan Lu Hong Liu Hong Wang Sotirios A. Tsaftaris Steven G. McDonagh Yefeng Zheng Liansheng Wang MedIm 94 0 0 18 Dec 2024
Integrating MedCLIP and Cross-Modal Fusion for Automatic Radiology Report Generation Qianhao Han Junyi Liu Zengchang Qin Zheng Zheng MedIm 74 2 0 10 Dec 2024
Libra: Leveraging Temporal Images for Biomedical Radiology Analysis Xi Zhang Zaiqiao Meng Jake Lever Edmond S. L. Ho MedIm 96 0 0 28 Nov 2024
FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Generation Trong-Thang Pham Ngoc-Vuong Ho Nhat-Tan Bui T. Phan Patel Brijesh ... Gianfranco Doretto Anh Nguyen Carol C. Wu Hien Nguyen Ngan Le 92 2 0 23 Nov 2024
Large Language Model with Region-guided Referring and Grounding for CT Report Generation Z. Chen Yequan Bie Haibo Jin Hao Chen 173 0 0 23 Nov 2024
ORID: Organ-Regional Information Driven Framework for Radiology Report Generation Tiancheng Gu Kaicheng Yang Xiang An Ziyong Feng Dongnan Liu Weidong Cai 74 1 0 20 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 24 1 0 26 Oct 2024
Image-aware Evaluation of Generated Medical Reports Gefen Dawidowicz Elad Hirsch A. Tal 32 1 0 22 Oct 2024
R2Gen-Mamba: A Selective State Space Model for Radiology Report Generation Yongheng Sun Yueh Z. Lee Genevieve A. Woodard Hongtu Zhu Chunfeng Lian Mingxia Liu Mamba MedIm 25 0 0 21 Oct 2024
A Two-Stage Proactive Dialogue Generator for Efficient Clinical Information Collection Using Large Language Model Xueshen Li Xinlong Hou Nirupama Ravi Ziyi Huang Yu Gan LM&MA 29 0 0 02 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 24 3 0 29 Sep 2024
3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models Hao Chen Wei Zhao Yingli Li Tianyang Zhong Yisong Wang ... Lei Guo Junwei Han Tianming Liu Jun Liu Tuo Zhang MedIm LM&MA 30 1 0 28 Sep 2024
SEE: Semantically Aligned EEG-to-Text Translation Yitian Tao Yan Liang Luoyu Wang Yongqing Li Qing Yang Han Zhang 31 1 0 14 Sep 2024
Electrocardiogram Report Generation and Question Answering via Retrieval-Augmented Self-Supervised Modeling Jialu Tang Tong Xia Yuan Lu Cecilia Mascolo Aaqib Saeed 30 4 0 13 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 33 3 0 09 Sep 2024
FODA-PG for Enhanced Medical Imaging Narrative Generation: Adaptive Differentiation of Normal and Abnormal Attributes Kai Shu Yuzhuo Jia Ziyang Zhang Jiechao Gao MedIm 24 0 0 06 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 28 0 0 22 Aug 2024
R2GenCSR: Retrieving Context Samples for Large Language Model based X-ray Medical Report Generation Xiao Wang Yuehang Li Fuling Wang Shiao Wang Chuanfu Li Bo Jiang MedIm 39 6 0 19 Aug 2024
Quality Control for Radiology Report Generation Models via Auxiliary Auditing Components Hermione Warr Yasin Ibrahim Daniel R. McGowan Konstantinos Kamnitsas 33 0 0 31 Jul 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 21 1 0 26 Jul 2024
HERGen: Elevating Radiology Report Generation with Longitudinal Data Fuying Wang Shenghui Du Lequan Yu MedIm 40 5 0 21 Jul 2024
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation Liwen Sun James Zhao Megan Han Chenyan Xiong MedIm 53 8 0 21 Jul 2024
MedRAT: Unpaired Medical Report Generation via Auxiliary Tasks Elad Hirsch Gefen Dawidowicz A. Tal MedIm 28 1 0 04 Jul 2024
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It Aaron Nicolson Shengyao Zhuang Jason Dowling Bevan Koopman 34 1 0 19 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 28 2 0 31 May 2024
Multi-modality Regional Alignment Network for Covid X-Ray Survival Prediction and Report Generation Zhusi Zhong Jie Li J. Sollee Scott Collins Harrison X. Bai Paul J Zhang Terrance Healey Michael Atalay Xinbo Gao Zhicheng Jiao 38 1 0 23 May 2024
Structural Entities Extraction and Patient Indications Incorporation for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Xiaolu Kang Zhusi Zhong Zhicheng Jiao Grayson Baird Harrison X. Bai Qiguang Miao 36 4 0 23 May 2024
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data Xinyi Wang Grazziela Figueredo Ruizhe Li W. Zhang Weitong Chen Xin Chen MedIm ViT 43 2 0 21 May 2024
Automated Radiology Report Generation: A Review of Recent Advances Phillip Sloan Philip Clatworthy Edwin Simpson Majid Mirmehdi 30 17 0 17 May 2024
Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Mengmeng Liu Zhicheng Jiao Xiaolu Kang Qiguang Miao Kun Xie MedIm 37 1 0 15 May 2024
VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis Zhihan Ju Wanting Zhou MedIm 38 4 0 09 May 2024
Topicwise Separable Sentence Retrieval for Medical Report Generation Junting Zhao Yang Zhou Zhihao Chen Huazhu Fu Liang Wan MedIm 25 1 0 07 May 2024
FITA: Fine-grained Image-Text Aligner for Radiology Report Generation Honglong Yang Hui Tang Xiaomeng Li MedIm 33 1 0 02 May 2024
SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models M. Kapadnis Sohan Patnaik Abhilash Nandy Sourjyadip Ray Pawan Goyal Debdoot Sheet VLM 33 3 0 27 Apr 2024
Prompt-Guided Generation of Structured Chest X-Ray Report Using a Pre-trained LLM Hongzhao Li Hongyu Wang Xia Sun Hua He Jun Feng 32 4 0 17 Apr 2024
Voice Attribute Editing with Text Prompt Zheng-Yan Sheng Yang Ai Li-Juan Liu Jia Pan Zhenhua Ling 26 6 0 13 Apr 2024
Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models Weiwei Cao Jianpeng Zhang Yingda Xia Tony C. W. Mok Zi Li X. Ye Le Lu Jian Zheng Yuxing Tang Ling Zhang 27 1 0 07 Apr 2024