Search Results for author: Wenting Xu

Found 3 papers, 0 papers with code

MvCo-DoT:Multi-View Contrastive Domain Transfer Network for Medical Report Generation

no code implementations15 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.

Contrastive Learning Medical Report Generation

Hybrid Reinforced Medical Report Generation with M-Linear Attention and Repetition Penalty

no code implementations14 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.

Medical Report Generation

Reinforced Medical Report Generation with X-Linear Attention and Repetition Penalty

no code implementations16 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.

Decoder Medical Report Generation

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