A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data

A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data

21 May 2024

Grazziela Figueredo

Papers citing "A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data"

12 / 12 papers shown

Title
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 26 2 0 27 Feb 2025
Enhanced Knowledge Injection for Radiology Report Generation Qingqiu Li Jilan Xu Runtian Yuan Mohan Chen Yuejie Zhang Rui Feng Xiaobo Zhang Shang Gao MedIm 21 2 0 01 Nov 2023
Medical Image Captioning via Generative Pretrained Transformers Alexander Selivanov Oleg Y. Rogov Daniil Chesakov Artem Shelmanov Irina Fedulova Dmitry V. Dylov MedIm 26 39 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 43 71 0 11 Jul 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat F. Khan H. Fu ViT LM&MA MedIm 100 653 0 24 Jan 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
Variational Topic Inference for Chest X-Ray Report Generation Ivona Najdenkoska Xiantong Zhen M. Worring Ling Shao MedIm 32 27 0 15 Jul 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 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
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 236 35,884 0 25 Aug 2016