A Medical Semantic-Assisted Transformer for Radiographic Report Generation

22 August 2022

Lei Wang

Papers citing "A Medical Semantic-Assisted Transformer for Radiographic Report Generation"

31 / 31 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 18 0 0 12 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 63 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 29 0 0 16 Apr 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
Image-aware Evaluation of Generated Medical Reports Gefen Dawidowicz Elad Hirsch A. Tal 27 1 0 22 Oct 2024
Resource-Efficient Medical Report Generation using Large Language Models Abdullah Ameer Hamza Seong Tae Kim LM&MA MedIm 14 0 0 21 Oct 2024
CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset Xiao Wang Fuling Wang Yuehang Li Qingchuan Ma Shiao Wang Bo Jiang Chuanfu Li Jin Tang 24 2 0 01 Oct 2024
KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models Yingshu Li Zhanyu Wang Yunyi Liu Lei Wang Lingqiao Liu Luping Zhou 23 3 0 09 Sep 2024
Medical Report Generation Is A Multi-label Classification Problem Yijian Fan Zhenbang Yang Rui Liu Mingjie Li Xiaojun Chang MedIm 22 1 0 30 Aug 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
MedRAT: Unpaired Medical Report Generation via Auxiliary Tasks Elad Hirsch Gefen Dawidowicz A. Tal MedIm 26 1 0 04 Jul 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 41 2 0 21 May 2024
Automated Radiology Report Generation: A Review of Recent Advances Phillip Sloan Philip Clatworthy Edwin Simpson Majid Mirmehdi 25 16 0 17 May 2024
Memory-based Cross-modal Semantic Alignment Network for Radiology Report Generation Yitian Tao Liyan Ma Jing Yu Han Zhang MedIm 18 5 0 31 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 53 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
CLIP in Medical Imaging: A Comprehensive Survey Zihao Zhao Yuxiao Liu Han Wu Yonghao Li Sheng Wang L. Teng Disheng Liu Zhiming Cui Qian Wang Dinggang Shen CLIP MedIm LM&MA VLM 21 43 0 12 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 53 5 0 04 Dec 2023
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 25 15 0 23 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 27 36 0 31 Oct 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 8 25 0 26 Oct 2023
R2GenGPT: Radiology Report Generation with Frozen LLMs Zhanyu Wang Lingqiao Liu Lei Wang Luping Zhou MedIm LM&MA VLM 9 59 0 18 Sep 2023
Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting Chantal Pellegrini Matthias Keicher Ege Ozsoy Nassir Navab 27 12 0 11 Jul 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
METransformer: Radiology Report Generation by Transformer with Multiple Learnable Expert Tokens Zhanyu Wang Lingqiao Liu Lei Wang Luping Zhou MedIm 11 70 0 05 Apr 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 21 5 0 16 Mar 2023
MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology Chaoyi Wu Xiaoman Zhang Ya-Qin Zhang Yanfeng Wang Weidi Xie LM&MA VLM 22 108 0 05 Jan 2023
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 35 56 0 13 Aug 2022
Explainable Deep Learning Methods in Medical Image Classification: A Survey Cristiano Patrício João C. Neves Luís F. Teixeira XAI 11 52 0 10 May 2022
Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning Jiasen Lu Caiming Xiong Devi Parikh R. Socher 83 1,440 0 06 Dec 2016