no code implementations • 15 Apr 2023 • Ruizhi Wang, Xiangtao Wang, Zhenghua Xu, Wenting Xu, Junyang Chen, Thomas Lukasiewicz
In clinical scenarios, multiple medical images with different views are usually generated at the same time, and they have high semantic consistency.
no code implementations • 14 Oct 2022 • Wenting Xu, Zhenghua Xu, Junyang Chen, Chang Qi, Thomas Lukasiewicz
In this article, we propose a hybrid reinforced medical report generation method with m-linear attention and repetition penalty mechanism (HReMRG-MR) to overcome these problems.
no code implementations • 16 Nov 2020 • Wenting Xu, Chang Qi, Zhenghua Xu, Thomas Lukasiewicz
To reduce doctors' workload, deep-learning-based automatic medical report generation has recently attracted more and more research efforts, where attention mechanisms and reinforcement learning are integrated with the classic encoder-decoder architecture to enhance the performance of deep models.