A Systematic Review of Deep Learning-based Research on Radiology Report Generation

23 November 2023

Yan Song

Papers citing "A Systematic Review of Deep Learning-based Research on Radiology Report Generation"

21 / 21 papers shown

Title
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 34 0 0 07 May 2025
LVMed-R2: Perception and Reflection-driven Complex Reasoning for Medical Report Generation Hao Wang Shuchang Ye Jinghao Lin Usman Naseem Jinman Kim LRM 27 0 0 02 Apr 2025
Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification Ziyu Yang Santhosh Cherian Slobodan Vucetic MedIm 21 0 0 27 Jun 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 29 0 0 25 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 18 2 0 31 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 28 2 0 21 May 2024
Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review Iryna Hartsock Ghulam Rasool 35 60 0 04 Mar 2024
One-shot Localization and Segmentation of Medical Images with Foundation Models Deepa Anand Gurunath Reddy Vanika Singhal D. Shanbhag KS Shriram ... Dawei Gui R. Mullick Avinash Gopal Parminder Bhatia Taha A. Kass-Hout MedIm 29 13 0 28 Oct 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 198 883 0 27 Apr 2023
Customized Segment Anything Model for Medical Image Segmentation Kaiwen Zhang Dong Liu MedIm VLM 95 276 0 26 Apr 2023
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 38 73 0 21 Oct 2022
RepsNet: Combining Vision with Language for Automated Medical Reports A. Tanwani Joelle Barral Daniel Freedman MedIm 33 19 0 27 Sep 2022
Cross-modal Prototype Driven Network for Radiology Report Generation Jun Wang A. Bhalerao Yulan He MedIm 46 71 0 11 Jul 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 18 14 0 04 Jul 2022
Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation Fenglin Liu Chenyu You Xian Wu Shen Ge Sheng Wang Xu Sun MedIm 69 89 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 81 45 0 25 Sep 2021
Diagnostic Captioning: A Survey John Pavlopoulos Vasiliki Kougia Ion Androutsopoulos D. Papamichail 3DV MedIm 85 24 0 18 Jan 2021
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation Yasuhide Miura Yuhao Zhang Emily Bao Tsai C. Langlotz Dan Jurafsky MedIm 139 152 0 20 Oct 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 182 1,638 0 16 Mar 2020
Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning Jiasen Lu Caiming Xiong Devi Parikh R. Socher 81 443 0 06 Dec 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 236 35,884 0 25 Aug 2016