Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation

6 Jun 2020Mingjie LiFuyu WangXiaojun ChangXiaodan Liang

Beyond the common difficulties faced in the natural image captioning, medical report generation specifically requires the model to describe a medical image with a fine-grained and semantic-coherence paragraph that should satisfy both medical commonsense and logic. Previous works generally extract the global image features and attempt to generate a paragraph that is similar to referenced reports; however, this approach has two limitations... (read more)

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