Automated Radiology Report Generation: A Review of Recent Advances

17 May 2024

Papers citing "Automated Radiology Report Generation: A Review of Recent Advances"

22 / 22 papers shown

Title
Enhancing Surgical Documentation through Multimodal Visual-Temporal Transformers and Generative AI Hugo Georgenthum Cristian Cosentino Fabrizio Marozzo Pietro Liò MedIm 60 0 0 28 Apr 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 58 0 0 25 Apr 2025
Libra: Leveraging Temporal Images for Biomedical Radiology Analysis Xi Zhang Zaiqiao Meng Jake Lever Edmond S. L. Ho MedIm 94 0 0 28 Nov 2024
HeadCT-ONE: Enabling Granular and Controllable Automated Evaluation of Head CT Radiology Report Generation J. N. Acosta Xiaoman Zhang Siddhant Dogra Hong-Yu Zhou Seyedmehdi Payabvash Guido J. Falcone Eric K. Oermann Pranav Rajpurkar MedIm 21 0 0 19 Sep 2024
ReXErr: Synthesizing Clinically Meaningful Errors in Diagnostic Radiology Reports Vishwanatha M. Rao Serena Zhang J. N. Acosta Subathra Adithan Pranav Rajpurkar MedIm 24 1 0 17 Sep 2024
Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography Ibrahim Ethem Hamamci Sezgin Er Furkan Almas Ayse Gulnihan Simsek S. Esirgun ... Berkan Lafci Christian Bluethgen Kayhan Batmanghelich Mehmet Kemal Ozdemir Bjoern Menze MedIm 35 28 0 26 Mar 2024
Pragmatic Radiology Report Generation Dang Nguyen Chacha Chen He He Chenhao Tan LM&MA MedIm 25 7 0 28 Nov 2023
Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical Diagnosis Chaoyi Wu Jiayu Lei Qiaoyu Zheng Weike Zhao Weixiong Lin ... Xiao Zhou Ziheng Zhao Ya-Qin Zhang Yanfeng Wang Weidi Xie LM&MA 88 73 0 15 Oct 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 46 73 0 21 Oct 2022
Medical Image Captioning via Generative Pretrained Transformers Alexander Selivanov Oleg Y. Rogov Daniil Chesakov Artem Shelmanov Irina Fedulova Dmitry V. Dylov MedIm 46 54 0 28 Sep 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 55 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 26 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 73 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 86 64 0 25 Sep 2021
Variational Topic Inference for Chest X-Ray Report Generation Ivona Najdenkoska Xiantong Zhen M. Worring Ling Shao MedIm 32 27 0 15 Jul 2021
Unifying Relational Sentence Generation and Retrieval for Medical Image Report Composition Fuyu Wang Xiaodan Liang Lin Xu Liang Lin MedIm 17 25 0 09 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 146 152 0 20 Oct 2020
Chest X-ray Report Generation through Fine-Grained Label Learning T. Syeda-Mahmood Ken C. L. Wong Yaniv Gur Joy T. Wu A. Jadhav ... A. Pillai Arjun Sharma A. Syed Orest Boyko Mehdi Moradi 29 44 0 27 Jul 2020
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 244 35,884 0 25 Aug 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 229 74,467 0 18 May 2015